Hélder Filipe Pinto de Oliveira (371A-8E20-3F3A)

Curriculum Vitae

Hélder Filipe Pinto de Oliveira

Hélder Filipe Pinto de Oliveira. Completed the Doutoramento in PhD in Electrical and Computers Engineering in 2013/06/18 by Universidade do Porto Faculdade de Engenharia, Mestrado in MSc in Automation, Instrumentation and Control in 2008/01/15 by Universidade do Porto Faculdade de Engenharia and Licenciatura in BSc (Licenciatura) in Electrical and Computers Engineering in 2004/07/26 by Universidade do Porto Faculdade de Engenharia. Is Researcher in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Co-Coordinator Data Science Hub in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Manager of the Visual Computing and Machine Intelligence Area in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Assistant Professor in Universidade do Porto Faculdade de Ciências and President of the board of Directors in Associação Portuguesa de Reconhecimento de Padrões. Published 54 articles in journals. Has 20 section(s) of books. Has 3 patent(s) registered. Organized 25 event(s). Participated in 76 event(s). Supervised 10 PhD thesis(es) e co-supervised 7. Supervised 53 MSc dissertation(s) e co-supervised 30. Has received 17 awards and/or honors. Participates and/or participated as Master Student Fellow in 1 project(s), Principal investigator in 5 project(s), Research Fellow in 1 project(s) and Researcher in 19 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics, Engineering and Technology with emphasis on Medical Engineering with emphasis on Medical Engineering and Exact Sciences with emphasis on Computer and Information Sciences with emphasis on Computer Sciences. In their professional activities interacted with 498 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Computer Vision; Medical Image Analysis; Machine Learning; Data Science; Computer Science; Programming; Image Processing and Analysis; Bio-image analysis; Applied Sciences; .

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Identification

Personal identification

Full name: Hélder Filipe Pinto de Oliveira
Date of birth: 1980/07/02
Gender: Male

Citation names

Hélder P. Oliveira
Hélder Oliveira

Author identifiers

Ciência ID: 371A-8E20-3F3A
ORCID iD: 0000-0002-6193-8540
AuthenticusID: R-000-5QJ
Google Scholar ID: BzaNBJ0AAAAJ
Researcher Id: M-9956-2017
Scopus Author Id: 23390156200

Email addresses

helder.f.oliveira@inesctec.pt (Professional)
holiveira@fc.up.pt (Professional)

Telephones

Telephone

(+351) 222094306 (Professional)

Addresses

INESC TEC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465, Porto, Porto, Portugal (Professional)

Websites

http://www.inescporto.pt/~hfpo/ (Professional)

Knowledge fields

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
Engineering and Technology - Medical Engineering - Medical Engineering
Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Beginner (A1)	Beginner (A1)	Beginner (A1)	Beginner (A1)	Beginner (A1)

Education

	Degree	Classification
2008/09/01 - 2013/06/18 Concluded	PhD in Electrical and Computers Engineering (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal "An Affordable and Practical 3D Solution for the Aesthetic Evaluation of Breast Cancer Conservative Treatment " (THESIS/DISSERTATION)	Approved with distinction (maximum grade)
2005/09/01 - 2008/01/15 Concluded	MSc in Automation, Instrumentation and Control (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal "Performance and dynamics Analyses of omni-directional robots with three and four wheels" (THESIS/DISSERTATION)	Very Good (maximum grade)
1999/09/01 - 2004/07/26 Concluded	BSc (Licenciatura) in Electrical and Computers Engineering (Licenciatura) Universidade do Porto Faculdade de Engenharia, Portugal	14

Affiliation

Science

	Category Host institution	Employer
2016/04/01 - Current	Researcher (Research)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013/07/01 - 2016/04/30	Postdoc (Research)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2008/11/01 - 2013/06/30	Research Assistant (Research)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

2011/04/01 - 2011/06/30	Visiting Researcher (Research)	Politecnico di Milano, Italy
	Politecnico di Milano, Italy
2007/11/01 - 2008/10/31	Research Trainee (Research)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2007/03/01 - 2007/06/30	Research Trainee (Research)	Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
	Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
2006/11/01 - 2007/02/28	Research Trainee (Research)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2005/10/01 - 2006/09/30	Research Trainee (Research)	Instituto de Sistemas e Robótica - Porto, Portugal
	Instituto de Sistemas e Robótica - Porto, Portugal
2004/10/01 - 2005/09/30	Research Trainee (Research)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2023/12/01 - Current	Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Ciências, Portugal
	Universidade do Porto Faculdade de Ciências, Portugal
2016/09/01 - 2023/11/30	Invited Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Ciências, Portugal
	Universidade do Porto Faculdade de Ciências, Portugal
2014/09/01 - 2016/02/29	Invited Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal

2008/09/01 - 2011/03/31	Invited Assistant (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal

Positions / Appointments

	Category Host institution	Employer
2023/11/01 - Current	President of the board of Directors	Associação Portuguesa de Reconhecimento de Padrões, Portugal
	Associação Portuguesa de Reconhecimento de Padrões, Portugal
2019/01/01 - Current	Co-Coordinator Data Science Hub	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018/01/01 - Current	Manager of the Visual Computing and Machine Intelligence Area	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021/11 - 2023/10/31	Treasurer of the board of Directors	Associação Portuguesa de Reconhecimento de Padrões, Portugal

2017/11/01 - 2021/11	President of the fiscal council	Associação Portuguesa de Reconhecimento de Padrões, Portugal

2010/03/01 - 2013/06/30	Coordinator Researcher at BioStar	Universidade do Porto Faculdade de Engenharia, Portugal

Projects

Grant

	Designation	Funders
2024/01/01 - 2027/06/30	AI4LUNGS - AI-Based Personalised Care for Respiratory Disease Using Multi-Modal Data in Patient Stratification GAP- 101080756 Principal investigator INESC Tecnologia e Ciência, Portugal	Horizon 2020 Ongoing
2023/10/01 - 2026/09/30	PHASE IV AI - Privacy compliant health data as a service for AI development GAP- 101095384 Researcher INESC Tecnologia e Ciência, Portugal	Horizon 2020 Ongoing
2023/03 - 2026/03	CELLo - The sound of cells: An acoustic platform aiming towards biophysical cell fingerprints for label-free precision medicine 2022.05237.PTDC Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2023/02/01 - 2026/01/31	CONVERGE - Telecommunications and computer vision convergence tools for research infrastructures GAP-101094831 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Horizon 2020 Ongoing
2024/01/01 - 2025/12/31	AI-Care4U - AI-based Robotic Solution Addressing Compensatory Patterns for Upper Limb Rehabilitation AI-CARE4U - R&D project funded by INESC TEC Researcher INESC Tecnologia e Ciência, Portugal	INESC Tecnologia e Ciência Ongoing
2023/01 - 2025/12	HfPT - Health from Portugal 41 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Agência para a Competitividade e Inovação IP
2023/01 - 2025/12	New Space Portugal 11 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Agência para a Competitividade e Inovação IP Ongoing
2024/01/01 - 2024/12/31	OBJECT - Where do our object mental symbols come from? Learning with a neurosymbolic model OBJECT - R&D project funded by INESC TEC Researcher INESC Tecnologia e Ciência, Portugal	INESC Tecnologia e Ciência Ongoing
2023/03 - 2024/09	LUCCA - AI-based Models for Lung Cancer Characterization: a Multimodal and Causal Approach 2022.03488.PTDC Researcher INESC Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2020 - 2023/06/30	TAMI - Transparent Artificial Medical Intelligence NORTE-01-0247-FEDER-045905 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2021/01 - 2023/06	DECARBONIZE - DEvelopment of strategies and policies based on energy and non-energy applications towards CARBON neutral cities via digitalization for citIZEns and society NORTE2020 - NORTE-01-0145-FEDER-000065 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Ongoing
2018/07 - 2022/01	LuCaS - Lung Cancer Screening - A non-invasive methodology for early diagnosis POCI-01-0145-FEDER-030263 Principal investigator Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2018/07 - 2021/12	S-MODE - Screening of antibiotic contamination by mobile devices POCI-01-0145-FEDER-031756 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2018/07 - 2021/12	HEMOSwimmers - Hemodynamic optimization around 3D swimming microbots POCI-01-0145-FEDER-030764 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2019/12 - 2021/03	LeGeM - Learning Representations and Generative Models for 3D Breast Data LEGEM - R&D project funded by INESC TEC Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Concluded
2019/09 - 2021	MICOS - Monitoring Infants with a Contactless Solution R&D project funded by INESC TEC Principal investigator Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Concluded
2016/11 - 2020/04	BCCT.plan - 3D tool for planning breast cancer conservative treatment NORTE-01-0247-FEDER-017688 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Portugal Operational Programme (Portugal 2020) Concluded
2015/07 - 2019/06	NanoSTIMA - Macro-to-Nano Human Sensing: Towards Integrated Multimodal Health Monitoring and Analytics NORTE-01-0145-FEDER-000016 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	North Portugal Regional Operational Programme Concluded
2013/02 - 2016/01	PICTURE - Patient Information Combined for the Assessment of Specific Surgical Outcomes in Breast Cancer FP7-600948 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Concluded
2011 - 2014	3dBCT - 3D Models for Aesthetic Evaluation and Prediction of Breast Cancer Interventions PTDC/SAU-ENB/114951/2009 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2012 - 2013	VeNIce - Computational Vision Applied to the Segmentation and Morphometric Characterization of Nerve Histology in Microscopic Images PP – IJUP2011 33 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Universidade do Porto Concluded
2007 - 2008	Complex Statistical Models Applied to Image Segmentation R&D project funded by FEUP Research Fellow Universidade do Porto Faculdade de Engenharia, Portugal	Universidade do Porto Faculdade de Engenharia Concluded
2005 - 2006	5DPO - Cooperative Robotics in a Dynamical Environment CST_02_5DPO Master Student Fellow Instituto de Sistemas e Robótica - Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2004 - 2005	IVLAB - Laboratory unit for automatic visual inspection of corks iVLAB Researcher Universidade do Porto Faculdade de Engenharia, Portugal	ADI - Agência de Inovação, S. A. Concluded

Contract

	Designation	Funders
2020/02/01 - 2021/06	Evo3DModel Individual project submitted by adapttech company Principal investigator Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Agência Nacional de Inovação SA Concluded
2019/04/01 - 2020/12	Follicle Counter Contracted Service funded by Saúde Viável Principal investigator Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Saúde Viável Concluded

Outputs

Publications

Book chapter	Oliveira, Hugo S.; Ribeiro, Pedro P.; Oliveira, Helder P.. "Evaluation of Regularization Techniques for Transformers-Based Models". In Pattern Recognition and Image Analysis, 312-319. Springer Nature Switzerland, 2023. 10.1007/978-3-031-36616-1_25 Victoriano, Margarida; Oliveira, Lino; Oliveira, Hélder P.. "Automated Detection and Identification of Olive Fruit Fly Using YOLOv7 Algorithm". In Pattern Recognition and Image Analysis, 211-222. Springer Nature Switzerland, 2023. 10.1007/978-3-031-36616-1_17 Ramos, Bernardo; Pereira, Tania; Silva, Francisco; Costa, José Luis; Oliveira, Hélder P.. "Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification". In Pattern Recognition and Image Analysis, 182-191. Springer International Publishing, 2022. 10.1007/978-3-031-04881-4_15 Rocha, Inês; Azevedo, Fábio; Carvalho, Pedro H.; Peixoto, Patrícia S.; Segundo, Marcela A.; Oliveira, Hélder P.. "An Edge-Based Computer Vision Approach for Determination of Sulfonamides in Water". In Pattern Recognition and Image Analysis, 415-429. Springer International Publishing, 2022. 10.1007/978-3-031-04881-4_33 Carvalho, Pedro H.; Rocha, Inês; Azevedo, Fábio; Peixoto, Patrícia S.; Segundo, Marcela A.; Oliveira, Hélder P.. "Cost-Efficient Color Correction Approach on Uncontrolled Lighting Conditions". In Computer Analysis of Images and Patterns, 90-99. Springer International Publishing, 2021. Published • 10.1007/978-3-030-89128-2_9 Reis, Pedro; Carvalho, Pedro H.; Peixoto, Patrícia S.; Segundo, Marcela A.; Oliveira, Hélder P.. "Mobile Application for Determining the Concentration of Sulfonamides in Water Using Digital Image Colorimetry". In Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments, 468-484. Springer International Publishing, 2021. Published • 10.1007/978-3-030-78095-1_34 João P. Monteiro; Hooshiar Zolfagharnasab; Hélder P. Oliveira. "Geometry-Based Skin Colour Estimation for Bare Torso Surface Reconstruction". 595-606. Springer International Publishing, 2019. 10.1007/978-3-030-30645-8_54 Ricardo J. Araújo; Jaime S. Cardoso; Hélder P. Oliveira. "Deep Vesselness Measure from Scale-Space Analysis of Hessian Matrix Eigenvalues". 473-484. Springer International Publishing, 2019. 10.1007/978-3-030-31321-0_41 Marina Castro; Ricardo J. Araújo; Laura Campo-Deaño; Hélder P. Oliveira. "Towards Automatic and Robust Particle Tracking in Microrheology Studies". 508-519. Springer International Publishing, 2019. 10.1007/978-3-030-31321-0_44 S. Peixoto, P; Machado, A; P. Oliveira, H; A. Bordalo, A; A. Segundo, M. "Paper-Based Biosensors for Analysis of Water". 2019. 10.5772/intechopen.84131 Carvalho, Pedro H.; Bessa, Sílvia; Silva, Ana Rosa M.; Peixoto, Patrícia S.; Segundo, Marcela A.; Oliveira, Hélder P.. "Estimation of Sulfonamides Concentration in Water Based on Digital Colourimetry". In Pattern Recognition and Image Analysis, 355-366. Springer International Publishing, 2019. 10.1007/978-3-030-31332-6_31 Dias, Catarina; Pinheiro, Gil; Cunha, António; Oliveira, Hélder P.. "Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction". In Pattern Recognition and Image Analysis, 335-345. Springer International Publishing, 2019. 10.1007/978-3-030-31321-0_29 Zolfagharnasab, Hooshiar; Cardoso, Jaime S.; Oliveira, Hélder P.. "Fitting of Breast Data Using Free Form Deformation Technique". In Image Analysis and Recognition, 608-615. Cham, Portugal: Springer International Publishing, 2016. Published • 10.1007/978-3-319-41501-7_68 Eiben, Björn; Lacher, Rene; Vavourakis, Vasileios; Hipwell, John H.; Stoyanov, Danail; Williams, Norman R.; Sabczynski, Jörg; et al. "Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework". In Breast Imaging, 274-281. Cham, Sweden: Springer International Publishing, 2016. Published • 10.1007/978-3-319-41546-8_35 Monteiro, João C.; Sequeira, Ana F.; Oliveira, Hélder P.; Cardoso, Jaime S.. "Robust Iris Localisation in Challenging Scenarios". In Computer Vision, Imaging and Computer Graphics -- Theory and Applications, 146-162. Berlin, Heidelberg: Springer Berlin Heidelberg, 2014. Published • 10.1007/978-3-662-44911-0_10 Oliveira, Hélder P.; Silva, Marco D.; Magalhães, André; Cardoso, Maria J.; Cardoso, Jaime S.. "Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?". In Pattern Recognition and Image Analysis, 261-268. Berlin, Heidelberg, Portugal: Springer Berlin Heidelberg, 2013. Published • 10.1007/978-3-642-38628-2_31 Oliveira, Hélder P.; Magalhães, Filipe. "Two Unconstrained Biometric Databases". In Image Analysis and Recognition, 11-19. Berlin, Heidelberg, Portugal: Springer Berlin Heidelberg, 2012. Published • 10.1007/978-3-642-31298-4_2 Matos, Hélder; Oliveira, Hélder P.; Magalhães, Filipe. "Hand-Geometry Based Recognition System". In Image Analysis and Recognition, 38-45. Berlin, Heidelberg, Portugal: Springer Berlin Heidelberg, 2012. Published • 10.1007/978-3-642-31298-4_5 Sousa, Ricardo; Oliveira, Hélder P.; Cardoso, Jaime S.. "Feature Selection with Complexity Measure in a Quadratic Programming Setting". In Pattern Recognition and Image Analysis, 524-531. Berlin, Heidelberg, Spain: Springer Berlin Heidelberg, 2011. Published • 10.1007/978-3-642-21257-4_65 Oliveira, Helder P.; Sousa, Armando J.; Moreira, A. Paulo; Costa, Paulo J.. "Modeling and Assessing of Omni-Directional Robots with Three and Four Wheels". In Contemporary Robotics - Challenges and Solutions, 207-230. -: InTech, 2009. Published • 10.5772/7796
Conference abstract	Helena Torrão; Sílvia Costa Dias; Pedro Claro; Ricardo Silva Martins; Diogo Costa Carvalho; Francisco Silva; Tania Pereira; Hélder P. Oliveira. "CT-based Radiogenomics of Neuroblastoma in predicting MYCN amplification". Paper presented in 56th Annual Meeting & 42nd Post Graduate Course of the European Society of Paediatric Radiology (ESPR), Marseille, 2022. Published Francisco Silva; Hélder P. Oliveira; Tania Pereira. "Evaluating mutual information between deep features and lung tumor semantics". Paper presented in 28th Portuguese Conference on Pattern Recognition, Leiria, 2022. Published Joana Sousa; Tania Pereira; Inês Neves; Francisco Silva; Hélder P. Oliveira. "How Coherence of CT Annotations and Data Augmentation with Domain Knowledge Can Help Improve Lung Segmentation". Paper presented in 28th Portuguese Conference on Pattern Recognition, Leiria, 2022. Published Luís Fernandes; Sónia Carvalho; Isa Carneiro; Rui Henrique; Valery V. Tuchin; Luís Oliveira; Hélder P. Oliveira. "Machine Learning models for the detection of ex vivo colorectal cancer in biophotonic data". Paper presented in 28th Portuguese Conference on Pattern Recognition, Leiria, 2022. Published Hugo S. Oliveira; Pedro Ribeiro; Hélder P. Oliveira. "Regularization Techniques for Transformers Based Models". Paper presented in 28th Portuguese Conference on Pattern Recognition, Leiria, 2022. Published Marco Teixeira; Tania Pereira; Francisco Silva; Rui M. Ferreira; Ceu Figueiredo; Hélder P. Oliveira. "Predicting cancer site from single nucleotide variants using XGBoost". Paper presented in 28th Porto Cancer Meeting, Porto, 2022. Published Leonor P. Lima; Pedro H. Carvalho; Hélder P. Oliveira; Marcela A. Segundo; Patrícia S. Peixoto. "Digital image analysis-a comparative study". Paper presented in 14th Meeting of Young Researches of University of Porto, 2021. Accepted Joana Morgado; Tania Pereira; Francisco Silva; Cláudia Freitas; Eduardo Negrão; Beatriz F. de Lima; Miguel C. Silva; et al. "Radiogenomics: a comprehensive approach for EGFR mutation status prediction in lung cancer". Paper presented in 27th Porto Cancer Meeting, 2021. Published Francisco Silva; Tania Pereira; Joana Morgado; Julieta Frade; José Mendes; Cláudia Freitas; Eduardo Negrão; et al. "EGFR prediction in lung cancer CT images: a holistic-based deep learning approach". Paper presented in 27th Porto Cancer Meeting, 2021. Published Francisco Silva; Tania Pereira; Julieta Frade; José Mendes; Cláudia Freitas; Venceslau Hespanhol; José Luis Costa; António Cunha; Hélder P. Oliveira. "Lung nodule malignancy assessment in CT images: a deep learning approach". Paper presented in 27th Porto Cancer Meeting, 2021. Published Francisco Silva; Tania Pereira; António Cunha; Hélder P. Oliveira. "Detection of EGFR-related patterns in lung cancer CT images: a holistic approach". Paper presented in 27th Portuguese Conference on Pattern Recognition, 2021. Published Claúdia Freitas; Tania Pereira; Gil Pinheiro; Catarina Dias; Venceslau Hespanhol; José Luis Costa; António Cunha; Hélder P. Oliveira. "Predicting EGFR mutation status in non-small cell lung cancer using radiogenomics modeling". Paper presented in XXVII Congresso de Pneumologia do Norte, 2020. Tania Pereira; Gil Pinheiro; Catarina Dias; Antonio Cunha; Hélder P. Oliveira. "Semantic Vs Radiomic Features from CT Images to Predict Gene Mutation Status in Lung Cancer". Paper presented in 26th Portuguese Conference on Pattern Recognition, 2020. Accepted João F. Teixeira; Sílvia Bessa; Hélder P. Oliveira. "Breast MRI Multi-Sequence Segmentation and Registration". Paper presented in 26th Portuguese Conference on Pattern Recognition, 2020. Accepted Sara P. Oliveira; João Ribeiro Pinto; Tiago Gonçalves; Hélder P. Oliveira; Jaime S. Cardoso. "IHC Classification in Breast Cancer H&E Slides with a Weakly-Supervised Approach". Paper presented in 26th Portuguese Conference on Pattern Recognition, 2020. Accepted Hélder P. Oliveira; António M. Carreiro; João F. Teixeira. "Anatomy Segmentation of Breast Ultrasound Images". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Sílvia Bessa; Pedro H. Carvalho. "3D breast models: matching MRI and Surface Scan Data". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Sara P. Oliveira. "Automatic Segmentation of Invasive Breast Cancer on Whole-Slide Images". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Ricardo J. Araújo; Jaime S. Cardoso. "Increasing topological consistency in blood vessel segmentation". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Maria Teresa Valério; Sara Gomes; Marta Salgado; António Cunha. "Multiclass Lesions Classification in Colonic Images". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Pedro H. Carvalho; Sílvia Bessa; Ana Rosa M. Silva; Patrícia S. Peixoto; Marcela A. Segundo. "Applying Digital Colourimetry for Estimation of Sulfonamides Concentration in Water". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Catarina Dias; Gil Pinheiro; Tania Pereira; António Cunha. "Mutation status prediction of lung-cancer related genes". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019. Hélder P. Oliveira; Ana Rosa M. Silva; Antonina Konarzewska; Pedro Henrique Carvalho; Patrícia S. Peixoto; Sílvia Bessa; Ana Machado; Adriano Bordalo Sá; Marcela A. Segundo. "Determination of Antibiotics in Water using Digital Image Colorimetry". Paper presented in 12th Meeting of Young Researches of University of Porto, 2019. Hélder P. Oliveira; André T. Magalhães; Nuno Duarte; João P. Monteiro; Isabel Lopes; Barbara Peleteiro; José L. Fougo. "Jogos sérios para reabilitação do membro superior após tratamento do cancro da mama". Paper presented in I Reunión Ibérica de Cirugía Mamaria, 2018. Hélder P. Oliveira; Sílvia Bessa; Hooshiar Zolfagharnasab; Sara P. Oliveira; Jaime S. Cardoso. "Prediction of Healing Deformities after Breast Conserving Surgery". Paper presented in 24th Portuguese Conference on Pattern Recognition, 2018. Hélder P. Oliveira; Sara P. Oliveira; Jaime S. Cardoso; Maria J. Cardoso. "Radio-Pathomics approach for Breast Tumor Signature: an overview". Paper presented in 24th Portuguese Conference on Pattern Recognition, 2018. Hélder P. Oliveira; António Guerra; João P. Monteiro; André T. Magalhães; Sérgio Magalhães; Edgar Costa. "Upper Limbs Movement analysis for Medical classification of Breast Cancer Patients". Paper presented in 13th Doctoral Symposium in Informatics Engineering, 2018. Hélder P. Oliveira; Hooshiar Zolfagharnasab; João P. Monteiro; João F. Teixeira; Filipa Borlinhas. "Automatic Segmentation of Breast Complete Contour Using Multi-Modal Data". Paper presented in 23rd Portuguese Conference on Pattern Recognition, 2017. Hélder P. Oliveira; João F. Teixeira. "Segmentation of Spacial Aliasing Artefact on MRI". Paper presented in 23rd Portuguese Conference on Pattern Recognition, 2017. Hélder P. Oliveira; Sílvia Bessa; Jaime S. Cardoso. "Registration of Breast Surfaces Before and After Conservative Treatment of Cancer". Paper presented in 23rd Portuguese Conference on Pattern Recognition, 2017. Hélder P. Oliveira; Ricardo J. Araújo. "A method for the segmentation of the anterior fascia of the abdominal muscle". Paper presented in 23rd Portuguese Conference on Pattern Recognition, 2017. Oliveira, Hélder P.; Costa, Edgar; Guerra, António; Monteiro, João P.; Magalhães, Sérgio; Magalhães, André. "A serious games approach for upper body morbidity assessment and prevention of breast cancer patients". Paper presented in Human Motion Analysis for Healthcare Applications, London, 2016. Published Magalhães, André; Magalhães, Sérgio; Guerra, António; Costa, Edgar; Oliveira, Hélder P.; Fougo, José L.. "An objective tool to detect lack of mobility of the arm and shoulder and the presence of lymphedema after breast cancer treatment". Paper presented in 6th International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2016. Published Hélder P. Oliveira; Sérgio Magalhães; André Magalhães; António Guerra; Teresa Martins. "Realidade virtual: um contributo para avaliação da funcionalidade do membro superior em mulheres submetidas a cirurgia de mama". Paper presented in 1st Fórum Internacional do Autocuidado, 2016. Hélder P. Oliveira; Sílvia Bessa; Jaime S. Cardoso. "Multi-modal Image Registration for Generation of Complete 3D Models of the Breast: A Technical Review". Paper presented in 22nd Portuguese Conference on Pattern Recognition, 2016. Hélder P. Oliveira; Hooshiar Zolfagharnasab; Jaime S. Cardoso. "Parametric Modeling of Breast Data Using Free Form Deformation". Paper presented in 22nd Portuguese Conference on Pattern Recognition, 2016. Hélder P. Oliveira; Ricardo J. Araújo; Jaime S. Cardoso. "Segmentation of Vascular Networks: A Technological Review". Paper presented in 22nd Portuguese Conference on Pattern Recognition, 2016. Teixeira, João F.; Oliveira, Hélder P.; Teixeira, Luis F.. "Multi-modal Imaging Breast Cancer Detection: A Technological Review". Paper presented in 21st Portuguese Conference on Pattern Recognition, Faro, 2015. Published Monteiro, João P.; Teixeira, Luis F.; Oliveira, Hélder P.. "Perspectives for digitally-enabled engagement tools within prospective surveillance model for breast cancer survivors". Paper presented in 21st Portuguese Conference on Pattern Recognition, Faro, 2015. Published Zolfagharnasab, Hooshiar; Cardoso, Jaime S.; Oliveira, Hélder P.. "A 3D Parametric Model for Breast Data". Paper presented in 21st Portuguese Conference on Pattern Recognition, Faro, 2015. Published Guerra, António; Oliveira, Hélder P.; Monteiro, João P.. "Evaluation of upper limbs movements after surgery in breast cancer patients". Paper presented in 1st Doctoral Congress in Engineering, Porto, 2015. Published Rodrigues, Inês V.; Ferreira, Pedro M.; Malheiro, Ana R.; Brites, Pedro; Pereira, Eduardo Marques; Oliveira, Hélder P.. "A Directional Gradient for Morphometry of Sciatic Nerve Images". Paper presented in 6th Workshop on Biomedical Engineering, Lisboa, 2014. Published Zolfagharnasab, Hooshiar; Oliveira, Hélder P.. "Non-rigid Registration of Point Clouds Regularized by NURBS". Paper presented in 19th Portuguese Conference on Pattern Recognition, Covilhã, 2014. Published Magalhães, André T.; Oliveira, Hélder P.; Moura, António José; Cardoso, Jaime S.; Cardoso, Maria J.. "3D Aesthetic Evaluation After Breast Cancer Surgery Using Kinect". Paper presented in 5th International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2013. Published Magalhães, André T.; Oliveira, Hélder P.; Braga, José M.; Costa, Susy; Osório, Fernando; Cardoso, Jaime S.; Cardoso, Maria J.. "Therapeutic reduction mammaplasty: does complications affect aesthetic outcome?". Paper presented in 5th International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2013. Published Magalhães, André T.; Oliveira, Helder P.; Moura, António José; Cardoso, Jaime S.; Cardoso, Maria J.. "Users' perspective on Breast Cancer Conservative Treatment.cosmetic result (BCCT.core) software". Paper presented in 5th International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2013. Published Carpinteiro, Frederico; Costa, Pedro; Magalhães, Filipe; Oliveira, Hélder P.. "3D Methodology for Leg Prosthesis Modelling". Paper presented in 6th Meeting of Young Researches of University of Porto, Porto, 2013. Published Zolfagharnasab, Hooshiar; Cardoso, Jaime S.; Oliveira, Hélder P.. "3D Breast Parametric Model for Surgery Planning - a Technical Review". Paper presented in 19th Portuguese Conference on Pattern Recognition, Lisboa, 2013. Published Oliveira, Hélder P.; Cardoso, Jaime S.. "Gradient Flow Based Detection of Prominent Points on BCCT Depth-Map Images". Paper presented in 18th Portuguese Conference on Pattern Recognition, Coimbra, 2012. Published Oliveira, Hélder P.; Cardoso, Jaime S.; Magalhães, André T.; Cardoso, Maria J.. "Depth-Map Images for the Aesthetic Evaluation of Breast Cancer Treatment". Paper presented in 1st PhD. Students Conference in Electrical and Computer Engineering, Porto, 2012. Published Silva, Marco D.; Oliveira, Helder P.; Cardoso, Jaime S.. "Super-Resolution on Depth-Map Images". Paper presented in 1st PhD. Students Conference in Electrical and Computer Engineering, Porto, 2012. Published Monteiro, João P.; Oliveira, Hélder P.; Aguiar, Paulo; Cardoso, Jaime S.. "Depth-map Images for Automatic Mice Behavior Recognition". Paper presented in 1st PhD. Students Conference in Electrical and Computer Engineering, Porto, 2012. Published Monteiro, João C.; Oliveira, Hélder P.; Sequeira, Ana F.; Cardoso, Jaime S.. "Gradient Flow Based Iris Segmentation on Noisy Images". Paper presented in 1st PhD. Students Conference in Electrical and Computer Engineering, Porto, 2012. Published Carpinteiro, Frederico; Costa, Pedro; Oliveira, Hélder P.; Magalhães, Filipe. "3D Models for Leg Prothesis - The first step to measure the stub's fitting into a prosthetic device". Paper presented in 1st PhD. Students Conference in Electrical and Computer Engineering, Porto, 2012. Published Magalhães, André T.; Oliveira, Helder P.; Soares, João; Moura, António José; Cardoso, Jaime S.; Cardoso, Maria J.. "3D Model for Aesthetic Objective Evaluation after Breast Cancer Surgery using Infrared Laser Projector". Paper presented in 3rd International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2011. Published Magalhães, André T.; Oliveira, Hélder P.; Moura, António José; Cardoso, Jaime S.; Cardoso, Maria J.. "Aesthetic Evaluation after Mastectomy and Immediate Breast Reconstruction using the BCCT.core Software". Paper presented in 3rd International Meeting of Oncoplastic and Reconstructive Breast Surgery, Nottingham, 2011. Published Oliveira, Hélder P.; Magalhães, André T.; Cardoso, Jaime S.. "Kinect Based Method for the BCCT Quantitative 3D Evaluation". Paper presented in 17th Portuguese Conference on Pattern Recognition, Porto, 2011. Published Matos, Hélder; Magalhães, Filipe; Oliveira, Hélder P.; Cardoso, Jaime S.. "Hand Geometry Based Recognition System - A New Method with no Constraints on Image Acquisition". Paper presented in 4th Meeting of Young Researches of University of Porto, Porto, 2011. Published Oliveira, Hélder P.; Cardoso, Jaime S.. "BCCT.core Model Enhancement With Interpretability and Lateral Information". Paper presented in 16th Portuguese Conference on Pattern Recognition, Vila Real, 2010. Published
Conference paper	Fernandes, Luís; Oliveira, Hélder P.. "Multitask learning approach for lung nodule segmentation and classification in CT images". 2023. 10.1109/bibm58861.2023.10385868 Gomes, André; Pereira, Tania; Silva, Francisco; Franco, Pedro; Carvalho, Diogo Costa; Dias, Sílvia Costa; Oliveira, Hélder P.. "Patch-based CNN Models for Bone Marrow Edema Detection Using MRI". 2023. 10.1109/bibm58861.2023.10385930 Ribeiro, Lucas; Hu, Xiao; Oliveira, Hélder P.; Pereira, Tania. "AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise". 2023. 10.1109/bibm58861.2023.10385871 Simões, Miguel; Pereira, Tania; Silva, Francisco; Machado, José Carlos; Oliveira, Hélder P.. "A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq". 2023. 10.1109/bibm58861.2023.10385571 Bernardo Ramos; Tania Pereira; Francisco Silva; José Luis Costa; Hélder P. Oliveira; Ramos, Bernardo; Pereira, Tania; et al. "Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification". Paper presented in 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2022. Accepted • 10.1007/978-3-031-04881-4_15 Ferreira, Artur; Pereira, Tania; Silva, Francisco; Vilares, Ana T.; Silva, Miguel C.; Cunha, Antonio; Oliveira, Helder P.. "Synthesizing 3D Lung CT scans with Generative Adversarial Networks". 2022. 10.1109/embc48229.2022.9871481 Teixeira, Marco; Pereira, Tania; Silva, Francisco; Cunha, Antonio; Oliveira, Helder P.. "Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features". 2022. 10.1109/embc48229.2022.9871704 Silva, Pedro; Pereira, Tania; Teixeira, Marco; Silva, Francisco; Oliveira, Helder P.. "On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer". 2022. 10.1109/embc48229.2022.9871911 Pereira, Tania; Silva, Francisco; Claro, Pedro; Carvalho, Diogo Costa; Dias, Silvia Costa; Torrao, Helena; Oliveira, Helder P.. "A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images". 2022. 10.1109/embc48229.2022.9871349 Ferreira, Artur; Pereira, Tania; Silva, Francisco; Vilares, Ana T.; Silva, Miguel C.; Cunha, Antonio; Oliveira, Helder P.. "Synthesizing 3D Lung CT scans with Generative Adversarial Networks". 2022. 10.1109/embc48229.2022.9871481 Teixeira, Marco; Pereira, Tania; Silva, Francisco; Cunha, Antonio; Oliveira, Helder P.. "Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features". 2022. 10.1109/embc48229.2022.9871704 Silva, Pedro; Pereira, Tania; Teixeira, Marco; Silva, Francisco; Oliveira, Helder P.. "On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer". 2022. 10.1109/embc48229.2022.9871911 Pereira, Tania; Silva, Francisco; Claro, Pedro; Carvalho, Diogo Costa; Dias, Silvia Costa; Torrao, Helena; Oliveira, Helder P.. "A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images". 2022. 10.1109/embc48229.2022.9871349 Costa, Ana; Rodrigues, Daniel; Castro, Marina; Assis, Sofia; Oliveira, Hélder. "Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape Modelling". 2021. Accepted • 10.5220/0010339805280535 Silva, Francisco; Pereira, Tania; Morgado, Joana; Cunha, Antonio; Oliveira, Helder P.. "The Impact of Interstitial Diseases Patterns on Lung CT Segmentation". 2021. Published • 10.1109/embc46164.2021.9630354 Moranguinho, Joao; Pereira, Tania; Ramos, Bernardo; Morgado, Joana; Costa, Jose Luis; Oliveira, Helder P.. "Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images". 2021. 10.1109/embc46164.2021.9631000 Ramos, Bernardo; Pereira, Tania; Moranguinho, Joao; Morgado, Joana; Costa, Jose Luis; Oliveira, Helder P.. "An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression". 2021. 10.1109/embc46164.2021.9630775 Malafaia, Mafalda; Pereira, Tania; Silva, Francisco; Morgado, Joana; Cunha, Antonio; Oliveira, Helder P.. "Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer". 2021. 10.1109/embc46164.2021.9629755 Ventura, Alexandra; Pereira, Tania; Silva, Francisco; Freitas, Claudia; Cunha, Antonio; Oliveira, Helder P.. "Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans". 2021. 10.1109/bibm52615.2021.9669429 Inês Rocha; Fábio Azevedo; Pedro H. Carvalho; Patrícia S. Peixoto; Marcela A. Segundo; Hélder P. Oliveira; Rocha, Inês; et al. "An edge-based computer vision approach for determination of sulfonamides in water". Paper presented in 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2021. Accepted • 10.1007/978-3-031-04881-4_33 Hélder P. Oliveira; João F. Teixeira; Sílvia Bessa; Pedro F. Gouveia. "A Framework for fusion of T1-weighted and Dynamic MRI sequences". Paper presented in 17th International Conference on Image Analysis and Recognition, 2020. Hélder P. Oliveira; João F. Teixeira; António M. Carreiro; Rute M. Santos. "B-Mode Ultrasound Breast Anatomy Segmentation". Paper presented in 17th International Conference on Image Analysis and Recognition, 2020. Malafaya, Diogo; Domingues, Sara; Oliveira, Helder P.. "Domain Adaptation for Heart Rate Extraction in the Neonatal Intensive Care Unit". 2020. Accepted • 10.1109/bibm49941.2020.9313123 BESSA, Silvia; TEIXEIRA, Joao F.; CARVALHO, Pedro H.; GOUVEIA, Pedro F.; OLIVEIRA, Helder P.. "Personalized 3D Breast Cancer Models with Automatic Image Segmentation and Registration". 2020. Accepted • 10.15221/20.15 Oliveira, HS; Teixeira, JF; Oliveira, HP. "Lightweight deep learning pipeline for detection, segmentation and classification of breast cancer anomalies". 2019. 10.1007/978-3-030-30645-8_64 Pinheiro, G; Coelho, P; Mourao, M; Salgado, M; Oliveira, HP; Cunha, A. "SMALL BOWEL MUCOSA SEGMENTATION FOR FRAME CHARACTERIZATION IN VIDEOS OF ENDOSCOPIC CAPSULES". 2019. 10.1109/isbi.2019.8759598 Bessa, S; Carvalho, PH; Oliveira, HP. "REGISTRATION OF BREAST MRI AND 3D SCAN DATA BASED ON SURFACE MATCHING". 2019. 10.1109/isbi.2019.8759306 Araújo, RJ; Cardoso, JS; Oliveira, HP. "A single-resolution fully convolutional network for retinal vessel segmentation in raw fundus images". 2019. 10.1007/978-3-030-30645-8_6 Araújo, RJ; Cardoso, JS; Oliveira, HP. "A deep learning design for improving topology coherence in blood vessel segmentation". 2019. 10.1007/978-3-030-32239-7_11 Dias, Mariana; Rocha, Beatriz; Teixeira, Joao F.; Oliveira, Helder P.. "Automatic Sternum Segmentation in Thoracic MRI". 2019. 10.1109/embc.2019.8857860 Hélder P. Oliveira; João P. Monteiro; Carolina Lopes; Nuno Duarte; André T. Magalhães. "Investigations on the impact of anthropomorphism and gamification on breast cancer survivors' expressed preferences in a physical activity promotion intervention". Paper presented in 11th International Conference on eHealth, Telemedicine, and Social Medicine, 2019. Pinheiro, G; Coelho, P; Salgado, M; Oliveira, HP; Cunha, A. "Deep Homography Based Localization on Videos of Endoscopic Capsules". 2018. 10.1109/BIBM.2018.8621450 Zolfagharnasab, H; Monteiro, JP; Teixeira, JF; Borlinhas, F; Oliveira, HP. "Multi-modal Complete Breast Segmentation". 2017. 10.1007/978-3-319-58838-4_57 Bessa, S; Zolfagharnasab, H; Pereira, E; Oliveira, HP. "Prediction of Breast Deformities: A Step Forward for Planning Aesthetic Results After Breast Surgery". 2017. 10.1007/978-3-319-58838-4_30 Bessa, S; Oliveira, HP. "Registration of Breast Surface Data Before and After Surgical Intervention". 2017. 10.1007/978-3-319-58838-4_25 Araujo, RJ; Oliveira, HP. "Segmentation of the Rectus Abdominis Muscle Anterior Fascia for the Analysis of Deep Inferior Epigastric Perforators". 2017. 10.1007/978-3-319-58838-4_59 Teixeira, JF; Oliveira, HP. "Spacial Aliasing Artefact Detection on T1-Weighted MRI Images". 2017. 10.1007/978-3-319-58838-4_51 Ferreira, Filipe; Cardoso, Jaime S.; Oliveira, Hélder P.; Ferreira, F.T.; Cardoso, J.S.; Oliveira, H.P.. "Video Analysis in Indoor Soccer using a Quadcopter". Paper presented in International Conference on Pattern Recognition Applications and Methods, Lisbon, Portugal, 2015. Published • 10.5220/0005206000770086 Moreira, Rita; Magalhães, André; Oliveira, Hélder P.. "A Kinect-based System to Assess Lymphedema Impairments in Breast Cancer Patients". Paper presented in 7th Iberian Conference on Pattern Recognition and Image Analysis, Santiago de Compostela, 2015. Published • 10.1007/978-3-319-19390-8_26 Diogo Pernes; Jaime S. Cardoso; Helder P. Oliveira; Pernes, Diogo; Cardoso, Jaime S.; Oliveira, Helder P.. "Fitting of superquadrics for breast modelling by geometric distance minimization". Paper presented in 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Belfast, United Kingdom, 2014. Published • 10.1109/bibm.2014.6999171 Costa, Pedro; Monteiro, Joao P.; Zolfagharnasab, Hooshiar; Oliveira, Helder P.; Pedro Costa; Joao P. Monteiro; Hooshiar Zolfagharnasab; Helder P. Oliveira. "Tessellation-based coarse registration method for 3D reconstruction of the female torso". Paper presented in 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Belfast, United Kingdom, 2014. Published • 10.1109/BIBM.2014.6999173 Rodrigues, Ines V.; Ferreira, Pedro M.; Malheiro, Ana R.; Brites, Pedro; Pereira, Eduardo M.; Oliveira, Helder P.; Ines V. Rodrigues; et al. "Morphometric analysis of sciatic nerve images: A directional gradient approach". Paper presented in 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Belfast, United Kingdom, 2014. Published • 10.1109/BIBM.2014.6999165 Monteiro, Joao P.; Oliveira, Hélder P.; Aguiar, Paulo; Cardoso, Jaime S.. "A depth-map approach for automatic mice behavior recognition". Paper presented in 2014 IEEE International Conference on Image Processing (ICIP), Paris, France, 2014. Published • 10.1109/ICIP.2014.7025458 Costa, Pedro; Zolfagharnasab, Hooshiar; Monteiro, Joao P.; Cardoso, Jaime S.; Oliveira, Helder P.. "3D Reconstruction of Body Parts Using RGB-D Sensors: Challenges from a Biomedical Perspective". Paper presented in 5th International Conference on 3D Body Scanning Technologies, Lugano, Switzerland, 21-22 October 2014, Lugano, Switzerland, 2014. Published • 10.15221/14.378 Sequeira, Ana F.; Oliveira, Helder P.; Monteiro, Joao C.; Monteiro, Joao P.; Cardoso, Jaime S.. "MobILive 2014 - Mobile Iris Liveness Detection Competition". Paper presented in 2014 IEEE International Joint Conference on Biometrics (IJCB), Clearwater, FL, USA, 2014. Published • 10.1109/BTAS.2014.6996290 Sabczynski, Jorg; Barschdorf, Hans; Bulow, Thomas; Cardoso, Maria J.; Cardoso, Jaime S.; Clarke, Alex; Eiben, Bjorn; et al. "PICTURE: Predicting the cosmetic outcome of breast cancer surgery". Paper presented in Virtual Physiological Human Conference, Trondheim, 2014. Published Sequeira, A.F.; Monteiro, J.C.; Rebelo, A.; Oliveira, H.P.; Sequeira, Ana F.; Monteiro, João C.; Rebelo, Ana; Oliveira, Hélder P.. "MobBIO: A multimodal database captured with a portable handheld device". Paper presented in International Conference on Computer Vision Theory and Applications, Lisboa, 2014. Published • 10.5220/0004679601330139 Monteiro, João C.; Oliveira, Hélder P.; Sequeira, Ana F.; Cardoso, Jaime S.. "Robust Iris Segmentation under Unconstrained Settings". Paper presented in 8th International Conference on Computer Vision Theory and Applications, Barcelona, 2013. Published • 10.5220/0004281701800190 Oliveira, Helder P.; Cardoso, Jaime S.; Magalhaes, Andre; Cardoso, Maria J.. "Simultaneous detection of prominent points on breast cancer conservative treatment images". Paper presented in 19th IEEE International Conference on Image Processing, Orlando, FL, USA, 2012. Published • 10.1109/ICIP.2012.6467491 Duarte, Candido; Oliveira, Helder P.; Magalhaes, Filipe; Tavares, Vitor Grade; Campilho, Aurelio C.; de Oliveira, Pedro Guedes. "Proactive engineering". Paper presented in IEEE Global Engineering Education Conference (EDUCON), Marrakech, Morocco, 2012. Published • 10.1109/EDUCON.2012.6201104 Oliveira, Hélder P.; Patete, Paolo; Baroni, Guido; Cardoso, Jaime S.. "Development of a BCCT Quantitative 3D Evaluation System Through Low-Cost Solutions". Paper presented in 2nd International Conference on 3D Body Scanning Technologies, Lugano, 2011. Published • 10.15221/11.016 Oliveira, Helder P.; Magalhaes, Andre; Cardoso, Maria J.; Cardoso, Jaime S.. "Improving the BCCT.core model with lateral information". Paper presented in 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010), Corfu, Greece, 2010. Published • 10.1109/ITAB.2010.5687736 Oliveira, Hélder P.; Magalhães, André; Cardoso, Maria J.; Cardoso, Jaime S.. "An accurate and interpretable model for BCCT.core". Paper presented in 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, 2010. Published • 10.1109/IEMBS.2010.5627778 Magalhaes, Filipe; Oliveira, Helder P.; Campilho, Aurelio C.. "A new method for the detection of singular points in fingerprint images". Paper presented in Workshop on Applications of Computer Vision (WACV), Snowbird, UT, USA, 2009. Published • 10.1109/WACV.2009.5403106 Oliveira, Helder P.; Cardoso, Jaime S.. "Image retargeting using stable paths". Paper presented in 4th International Conference on Computer Vision Theory and Applications, Lisboa, 2009. Published • 10.5220/0001785900400047 Goncalves, Jose; Lima, Jose; Oliveira, Helder; Costa, Paulo; Gonçalves, J; Lima, J; Oliveira, HP; Costa, PG. "Sensor and actuator modeling of a realistic wheeled mobile robot simulator". Paper presented in 13th IEEE International Conference on Emerging Technologies and Factory Automation, Hamburg, Germany, 2008. Published • 10.1109/ETFA.2008.4638513 Oliveira, Helder P.; Sousa, Armando J.; Moreira, A. Paulo; Costa, Paulo J.. "Dynamical models for omni-directional robots with 3 and 4 wheels". Paper presented in 5th International Conference on Informatics in Control, Automation and Robotics, Funchal, 2008. Published • 10.1.1.324.4010 Oliveira, Helder P.; Sousa, Armando J.; Moreira, A. Paulo; Costa, Paulo J.. "Precise Modeling of a Four Wheeled Omni-directional Robot". Paper presented in 8th Conference on Autonomous Robot Systems and Competitions, Aveiro, 2008. Published Bressan, Nadja; Castro, Ana; Bras, Susana; Oliveira, Helder P.; Ribeiro, Lenio; Ferreira, David A.; Antunes, Luis; Amorim, Pedro; Nunes, Catarina S.. "Synchronization Software for Automation in Anesthesia". Paper presented in 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France, 2007. Published • 10.1109/IEMBS.2007.4353537 Conceicao, Andre Scolari; Oliveira, Helder P.; Silva, A. Sousa e; Oliveira, Diogo; Moreira, A. Paulo. "A Nonlinear Model Predictive Control of an Omni-Directional Mobile Robot". Paper presented in IEEE International Symposium on Industrial Electronics, Vigo, Spain, 2007. Published • 10.1109/ISIE.2007.4374943
Journal article	Pinheiro, Maria R.; Fernandes, Luís E.; Carneiro, Isa C.; Carvalho, Sónia D.; Henrique, Rui M.; Tuchin, Valery V.; Oliveira, Hélder P.; Oliveira, Luís M.. "Optimized reconstruction of the absorption spectra of kidney tissues from the spectra of tissue components using the least squares method". Journal of Biophotonics (2024): http://dx.doi.org/10.1002/jbio.202300466. 10.1002/jbio.202300466 Santos, Tomás; Oliveira, Hélder; Cunha, António. "Systematic review on weapon detection in surveillance footage through deep learning". Computer Science Review 51 (2024): 100612. http://dx.doi.org/10.1016/j.cosrev.2023.100612. 10.1016/j.cosrev.2023.100612 Fonseca, João; Liu, Xiuyun; Oliveira, Hélder P.; Pereira, Tania. "Mortality prediction using medical time series on TBI patients". Computer Methods and Programs in Biomedicine 242 (2023): 107806. http://dx.doi.org/10.1016/j.cmpb.2023.107806. 10.1016/j.cmpb.2023.107806 Kaidar-Person, Orit; Antunes, Marilia; Cardoso, Jaime S.; Ciani, Oriana; Cruz, Helena; Di Micco, Rosa; Gentilini, Oreste D.; et al. "Evaluating the ability of an artificial-intelligence cloud-based platform designed to provide information prior to locoregional therapy for breast cancer in improving patient’s satisfaction with therapy: The CINDERELLA trial". PLOS ONE 18 8 (2023): e0289365. http://dx.doi.org/10.1371/journal.pone.0289365. 10.1371/journal.pone.0289365 Oliveira, Hugo S.; Oliveira, Helder P.. "Transformers for Energy Forecast". Sensors 23 15 (2023): 6840. http://dx.doi.org/10.3390/s23156840. 10.3390/s23156840 Freitas, Pedro; Silva, Francisco; Sousa, Joana Vale; Ferreira, Rui M.; Figueiredo, Céu; Pereira, Tania; Oliveira, Hélder P.. "Machine learning-based approaches for cancer prediction using microbiome data". Scientific Reports 13 1 (2023): http://dx.doi.org/10.1038/s41598-023-38670-0. 10.1038/s41598-023-38670-0 Sousa, Joana Vale; Matos, Pedro; Silva, Francisco; Freitas, Pedro; Oliveira, Hélder P.; Pereira, Tania. "Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening?". Sensors 23 12 (2023): 5597. http://dx.doi.org/10.3390/s23125597. 10.3390/s23125597 Mendes, José; Pereira, Tania; Silva, Francisco; Frade, Julieta; Morgado, Joana; Freitas, Cláudia; Negrão, Eduardo; et al. "Lung CT image synthesis using GANs". Expert Systems with Applications 215 (2023): 119350. http://dx.doi.org/10.1016/j.eswa.2022.119350. 10.1016/j.eswa.2022.119350 Ribeiro, Gonçalo; Pereira, Tania; Silva, Francisco; Sousa, Joana; Carvalho, Diogo Costa; Dias, Sílvia Costa; Oliveira, Hélder P.. "Learning Models for Bone Marrow Edema Detection in Magnetic Resonance Imaging". Applied Sciences 13 2 (2023): 1024. http://dx.doi.org/10.3390/app13021024. 10.3390/app13021024 Pereira, Tania; Cunha, António; Oliveira, Hélder P.. "Special Issue on Novel Applications of Artificial Intelligence in Medicine and Health". Applied Sciences 13 2 (2023): 881. http://dx.doi.org/10.3390/app13020881. 10.3390/app13020881 Pinheiro, Cláudia; Silva, Francisco; Pereira, Tania; Oliveira, Hélder P.. "Semi-Supervised Approach for EGFR Mutation Prediction on CT Images". Mathematics 10 22 (2022): 4225. http://dx.doi.org/10.3390/math10224225. 10.3390/math10224225 Costa, Ana; Rodrigues, Daniel; Castro, Marina; Assis, Sofia; Oliveira, Hélder P.. "The effect of augmentation and transfer learning on the modelling of lower-limb sockets using 3D adversarial autoencoders". Displays 74 (2022): 102190. http://dx.doi.org/10.1016/j.displa.2022.102190. 10.1016/j.displa.2022.102190 Fonseca, João; Liu, Xiuyun; Oliveira, Hélder P.; Pereira, Tania. "Learning Models for Traumatic Brain Injury Mortality Prediction on Pediatric Electronic Health Records". Frontiers in Neurology 13 (2022): http://dx.doi.org/10.3389/fneur.2022.859068. 10.3389/fneur.2022.859068 Sousa, Joana; Pereira, Tania; Neves, Inês; Silva, Francisco; Oliveira, Hélder P.. "The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans". Sensors 22 9 (2022): 3443. http://dx.doi.org/10.3390/s22093443. 10.3390/s22093443 Silva, Francisco; Pereira, Tania; Neves, Inês; Morgado, Joana; Freitas, Cláudia; Malafaia, Mafalda; Sousa, Joana; et al. "Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges". Journal of Personalized Medicine 12 3 (2022): 480. http://dx.doi.org/10.3390/jpm12030480. 10.3390/jpm12030480 Sousa, Joana; Pereira, Tania; Silva, Francisco; Silva, Miguel C.; Vilares, Ana T.; Cunha, António; Oliveira, Hélder P.. "Lung Segmentation in CT Images: A Residual U-Net Approach on a Cross-Cohort Dataset". Applied Sciences 12 4 (2022): 1959. http://dx.doi.org/10.3390/app12041959. 10.3390/app12041959 Peixoto, Patrícia S.; Carvalho, Pedro H.; Machado, Ana; Barreiros, Luisa; Bordalo, Adriano A.; Oliveira, Hélder P.; Segundo, Marcela A.. "Development of a Screening Method for Sulfamethoxazole in Environmental Water by Digital Colorimetry Using a Mobile Device". Chemosensors 10 1 (2022): 25. http://dx.doi.org/10.3390/chemosensors10010025. Published • 10.3390/chemosensors10010025 Julieta Frade; Tania Pereira; Joana Morgado; Francisco Silva; José Mendes; Cláudia Freitas; Venceslau Hespanhol; et al. "Multiple Instance Learning for Lung Pathophysiological Features Detection using Computed Tomography Scans". Medical & Biological Engineering & Computing (2022): Accepted Malafaia, Mafalda; Silva, Francisco; Neves, Ines; Pereira, Tania; Oliveira, Helder P.. "Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods". IEEE Access 10 (2022): 112731-112741. http://dx.doi.org/10.1109/access.2022.3214824. 10.1109/access.2022.3214824 Oliveira, Luís; Gonçalves, Tânia; Pinheiro, Maria; Fernandes, Luís; Martins, Inês; Silva, Hugo; Oliveira, Hélder; Tuchin, Valery. "Invasive and minimally invasive optical detection of pigment accumulation in brain cortex". Journal of Biomedical Photonics & Engineering 8 1 (2022): http://dx.doi.org/10.18287/jbpe22.08.010304. 10.18287/jbpe22.08.010304 Pereira, Tania; Morgado, Joana; Silva, Francisco; Pelter, Michele M.; Dias, Vasco Rosa; Barros, Rita; Freitas, Cláudia; et al. "Sharing Biomedical Data: Strengthening AI Development in Healthcare". Healthcare 9 7 (2021): 827. http://dx.doi.org/10.3390/healthcare9070827. Published • 10.3390/healthcare9070827 Gouveia, Pedro F.; Oliveira, Hélder P.; Monteiro, João P.; Teixeira, João F.; Silva, Nuno L.; Pinto, David; Mavioso, Carlos; et al. "3D Breast Volume Estimation". European Surgical Research 63 1 (2021): 3-8. http://dx.doi.org/10.1159/000516357. Published • 10.1159/000516357 Teixeira, João F.; Dias, Mariana; Batista, Eva; Costa, Joana; Teixeira, Luís F.; Oliveira, Hélder P.. "Adversarial Data Augmentation on Breast MRI Segmentation". Applied Sciences 11 10 (2021): 4554. http://dx.doi.org/10.3390/app11104554. Published • 10.3390/app11104554 Fernandes, Luís; Carvalho, Sónia; Carneiro, Isa; Henrique, Rui; Tuchin, Valery V.; Oliveira, Hélder P.; Oliveira, Luís M.. "Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo". Chaos: An Interdisciplinary Journal of Nonlinear Science 31 5 (2021): 053118. http://dx.doi.org/10.1063/5.0052088. Published • 10.1063/5.0052088 Freitas, Cláudia; Sousa, Catarina; Machado, Francisco; Serino, Mariana; Santos, Vanessa; Cruz-Martins, Natália; Teixeira, Armando; et al. "The Role of Liquid Biopsy in Early Diagnosis of Lung Cancer". Frontiers in Oncology 11 (2021): http://dx.doi.org/10.3389/fonc.2021.634316. Published • 10.3389/fonc.2021.634316 Morgado, Joana; Pereira, Tania; Silva, Francisco; Freitas, Cláudia; Negrão, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; et al. "Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer". Applied Sciences 11 7 (2021): 3273. http://dx.doi.org/10.3390/app11073273. Published • 10.3390/app11073273 Silva, Francisco; Pereira, Tania; Morgado, Joana; Frade, Julieta; Mendes, Jose; Freitas, Claudia; Negrao, Eduardo; et al. "EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning". IEEE Access 9 (2021): 58667-58676. http://dx.doi.org/10.1109/access.2021.3070701. Published • 10.1109/access.2021.3070701 Pereira, Tania; Freitas, Cláudia; Costa, José Luis; Morgado, Joana; Silva, Francisco; Negrão, Eduardo; de Lima, Beatriz Flor; et al. "Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images". Journal of Clinical Medicine 10 1 (2020): 118. http://dx.doi.org/10.3390/jcm10010118. Accepted • 10.3390/jcm10010118 Silva, Francisco; Pereira, Tania; Frade, Julieta; Mendes, José; Freitas, Claudia; Hespanhol, Venceslau; Costa, José Luis; Cunha, António; Oliveira, Hélder P.. "Pre-Training Autoencoder for Lung Nodule Malignancy Assessment Using CT Images". Applied Sciences 10 21 (2020): 7837. http://dx.doi.org/10.3390/app10217837. Accepted • 10.3390/app10217837 Pinto, D.; Mavioso, C.; Araujo, R.J.; Oliveira, H.P.; Anacleto, J.C.; Vasconcelos, M.A.; Gouveia, P.; et al. "Automatic detection of perforators for microsurgical reconstruction and correlation with patient’s body-mass index". European Journal of Cancer 138 (2020): S51. http://dx.doi.org/10.1016/s0959-8049(20)30661-4. Accepted • 10.1016/s0959-8049(20)30661-4 Gouveia, P.; Bessa, S.; Oliveira, H.; Batista, E.; Aleluia, M.; Ip, J.; Costa, J.; et al. "A Breast 3D model as a possible tool for non-invasive tumour localization in breast surgery". European Journal of Cancer 138 (2020): S77-S78. http://dx.doi.org/10.1016/s0959-8049(20)30736-x. Accepted • 10.1016/s0959-8049(20)30736-x Oliveira, Sara P.; Ribeiro Pinto, João; Gonçalves, Tiago; Canas-Marques, Rita; Cardoso, Maria-João; Oliveira, Hélder P.; Cardoso, Jaime S.. "Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides". Applied Sciences 10 14 (2020): 4728. http://dx.doi.org/10.3390/app10144728. Accepted • 10.3390/app10144728 Freitas, C.; Pereira, T.; Pinheiro, G.; Dias, C.; Hespanhol, V.; Costa, J.L.; Cunha, A.; Oliveira, H.. "THE ROLE OF RADIOGENOMICS IN EGFR AND KRAS MUTATION STATUS PREDICTION AMONG NON-SMALL CELL LUNG CANCER PATIENTS". Chest 157 6 (2020): A16. http://dx.doi.org/10.1016/j.chest.2020.05.019. Accepted • 10.1016/j.chest.2020.05.019 Carlos Mavioso; Ricardo J. Araújo; Hélder P. Oliveira; João C. Anacleto; Maria Antónia Vasconcelos; David Pinto; Pedro F. Gouveia; et al. "Automatic detection of perforators for microsurgical reconstruction". The Breast 50 (2020): 19-24. https://doi.org/10.1016/j.breast.2020.01.001. Accepted • 10.1016/j.breast.2020.01.001 Pinheiro, Gil; Pereira, Tania; Dias, Catarina; Freitas, Cláudia; Hespanhol, Venceslau; Costa, José Luis; Cunha, António; Oliveira, Hélder P.. "Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS". Scientific Reports 10 1 (2020): http://dx.doi.org/10.1038/s41598-020-60202-3. Accepted • 10.1038/s41598-020-60202-3 Sílvia Bessa; Pedro F. Gouveia; Pedro H. Carvalho; Cátia Rodrigues; Nuno L. Silva; Fátima Cardoso; Jaime S. Cardoso; Hélder P. Oliveira; Maria João Cardoso. "3D digital breast cancer models with multimodal fusion algorithms". The Breast 49 (2020): 281-290. https://doi.org/10.1016/j.breast.2019.12.016. 10.1016/j.breast.2019.12.016 Ricardo J. Araújo; Vera Garrido; Catarina A. Baraças; Maria A. Vasconcelos; Carlos Mavioso; João C. Anacleto; Maria J. Cardoso; Hélder P. Oliveira. "Computer aided detection of deep inferior epigastric perforators in computed tomography angiography scans". Computerized Medical Imaging and Graphics 77 (2019): 101648-101648. https://doi.org/10.1016/j.compmedimag.2019.101648. 10.1016/j.compmedimag.2019.101648 Hélder P. Oliveira; João P. Monteiro; Carolina Lopes; Nuno Duarte; André Magalhães. "Human Pose Estimation, Anthropomorphism and Gamification in the Promotion of Physical Activity among Breast Cancer Survivors". International Journal On Advances in Life Sciences 11 3-4 (2019): 118-127. https://www.thinkmind.org/index.php?view=article&articleid=lifsci_v11_n34_2019_3. Accepted Valério, Maria Teresa; Gomes, Sara; Salgado, Marta; Oliveira, Hélder P.; Cunha, António. "Lesions Multiclass Classification in Endoscopic Capsule Frames". Procedia Computer Science 164 (2019): 637-645. http://dx.doi.org/10.1016/j.procs.2019.12.230. 10.1016/j.procs.2019.12.230 Gomes, Sara; Valério, Maria Teresa; Salgado, Marta; Oliveira, Hélder P.; Cunha, António. "Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames". Procedia Computer Science 164 (2019): 602-609. http://dx.doi.org/10.1016/j.procs.2019.12.226. 10.1016/j.procs.2019.12.226 Mavioso, C.; Correia Anacleto, J.; Vasconcelos, M.A.; Araújo, R.; Oliveira, H.; Pinto, D.; Gouveia, P.; et al. "The development of an automatic tool to improve perforators detection in Angio CT in DIEAP flap breast reconstruction". European Journal of Cancer 92 (2018): S74. http://dx.doi.org/10.1016/s0959-8049(18)30448-9. 10.1016/s0959-8049(18)30448-9 Cardoso, MJ; Vrieling, C; Cardoso, JS; Oliveira, HP; Williams, NR; Dixon, JM; Gouveia, P; et al. "The value of 3D images in the aesthetic evaluation of breast cancer conservative treatment. Results from a prospective multicentric clinical trial". BREAST (2018): 10.1016/j.breast.2018.06.008 Zolfagharnasab, H; Bessa, S; Oliveira, SP; Faria, P; Teixeira, JF; Cardoso, JS; Oliveira, HP. "A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery". SENSORS (2018): 10.3390/s18010167 Oliveira, S.P.; Morgado, P.; Gouveia, P.F.; Teixeira, J.F.; Bessa, S.; Monteiro, J.P.; Zolfagharnasab, H.; et al. "Three-dimensional planning tool for breast conserving surgery: A technological review". Critical Reviews in Biomedical Engineering 46 6 (2018): 523-580. http://www.scopus.com/inward/record.url?eid=2-s2.0-85060090260&partnerID=MN8TOARS. 10.1615/CritRevBiomedEng.2018028476 Cardoso, Maria J.; Cardoso, Jaime S.; Oliveira, Hélder P.; Gouveia, Pedro. "The breast cancer conservative treatment. Cosmetic results – BCCT.core – Software for objective assessment of esthetic outcome in breast cancer conservative treatment: A narrative review". Computer Methods and Programs in Biomedicine 126 1 (2016): 154-159. Published • 10.1016/j.cmpb.2015.11.010 Gouveia, Pedro; Monteiro, João P.; Oliveira, Hélder P.; Cardoso, Maria J.; Cardoso, Jaime S.. "Three-dimensional breast volume assessment". European Journal of Cancer 57 1 (2016): S75-S75. Published • 10.1016/S0959-8049(16)31962-1 Pinto, David; Magalhães, André; Gouveia, Pedro; Oliveira, Hélder P.; Carvalho, Diana; Moura, António José; Bastos Martins, J.; et al. "Latissimus dorsi reconstruction with a kyte technique: Patient related outcome on functional morbidity and anterior versus dorsal approach comparison". European Journal of Cancer 57 1 (2016): S80-S80. Published Cardoso, Jaime S.; Domingues, Inês; Oliveira, Hélder P.. "Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer". International Journal of Pattern Recognition and Artificial Intelligence 29 1 (2015): 1-24. http://www.worldscientific.com/doi/abs/10.1142/S0218001415550022?queryID=%24%7BresultBean.queryID%7D. Published • 10.1142/S0218001415550022 Moreira, Rita; Magalhães, André; Oliveira, Hélder P.. "A Kinect-Based System for Upper-Body Function Assessment in Breast Cancer Patients". Journal of Imaging 1 1 (2015): 134-155. Published • 10.3390/jimaging1010134 Oliveira, Hélder P.; Cardoso, Jaime S.; Magalhães, André T.; Cardoso, Maria J.. "A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment". Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2 2 (2014): 90-106. http://www.tandfonline.com/doi/abs/10.1080/21681163.2013.858403#.VCaNWfldW7g. Published • 10.1080/21681163.2013.858403 Pinto, David; Gouveia, Pedro; Magalhães, André T.; Bastos Martins, J.; Moura, António José; Oliveira, Hélder P.; Cardoso, Maria J.; Mavioso, C.; Correia, J. Anacleto. "The Kyte Latissimus Dorsi flap in breast reconstruction: a technique modification attempt to reduce axillary bulging". European Journal of Cancer 50 2 (2014): S156-S156. http://www.sciencedirect.com/science/article/pii/S0959804914700942#. Published • 10.1016/S0959-8049(14)70094-2 Cardoso, Maria João; Oliveira, Hélder P.; Cardoso, Jaime S.. "Assessing cosmetic results after breast conserving surgery". Journal of Surgical Oncology 110 1 (2014): 37-44. http://www.ncbi.nlm.nih.gov/pubmed/24623360. Published • 10.1002/jso.23596 Oliveira, Helder P.; Cardoso, Jaime S.; Magalhaes, Andre; Cardoso, Maria J.. "Methods for the Aesthetic Evaluation of Breast Cancer Conservation Treatment: A Technological Review". Current Medical Imaging Reviews 9 1 (2013): 32-46. http://eurekaselect.com/108592/article. Published • 10.2174/1573405611309010006 Magalhães, André T.; Oliveira, Hélder P.; Costa, Susy; Cardoso, Jaime S.; Cardoso, Maria J.. "Value of Photographic Side-Views in the Objective Evaluation of the Aesthetic Result of Breast Cancer Conservative Treatment". Cancer Research 70 24 (2010): P51417-P5-14-17. http://cancerres.aacrjournals.org/cgi/content/meeting_abstract/70/24_MeetingAbstracts/P5-14-17. Published • 10.1158/0008-5472.SABCS10-P5-14-17
Journal issue	Hélder P. Oliveira; Tania Pereira; António Cunha. "Novel Applications of Artificial Intelligence in Medicine and Health". Applied Sciences (2022): Invited editor "Pattern Recognition and Image Analysis". Pattern Recognition Letters (2022): Invited editor
Manual	Hélder P. Oliveira; Sérgio Crisóstomo; João Soares; Vítor Costa. Exercises and assignments of Computer Laboratory. 2020. Hélder P. Oliveira. Lectures material, Exercises and assignments of Interactive Systems for Health. 2020. Hélder P. Oliveira; Francesco Renna; João Resende; Sérgio Crisóstomo. Exercises and assignments of Computer Laboratory. 2019. Hélder P. Oliveira; Ana Paula Tomás; Nuno Moniz; Alberto Barbosa; Eduardo Marques; Pedro Ribeiro. Assignments of Algorithm Design and Analysis. 2019. Hélder P. Oliveira. Exercises and assignments of Medical Signals and Imaging. 2019. Hélder P. Oliveira; Alípio Jorge; Francesco Renna; João Resende. Exercises and assignments of Computer Laboratory. 2018. Oliveira, Hélder P.; Torgo, Luis; Reis, Rogério. Exercises and assignments of Computer Laboratory. 2017. Oliveira, Hélder P.. Lectures material, Exercises and assignments of Signal and Image Processing. 2017. Hélder P. Oliveira; Miguel Coimbra; Luís Teixeira; João Paulo Cunha. Lectures material of Computer Vision. 2017. Oliveira, Hélder P.. Lectures material, Exercises and assignments of Computer Vision. 2016. Oliveira, Hélder P.. Lectures material, Exercises and assignments of Medical Signals and Imaging. 2016. Teixeira, Luis; Gonçalves, Gil; Oliveira, Hélder P.; Cardoso, José; Santos, Bruno; Nogueira, Pedro; Lopes, Gil; Cunha, Tiago. Exercises and assignments of Programming 2. Portugal. 2015. Gonçalves, Gil; Teixeira, Luis F.; Cunha, Tiago; Cardoso, José; Oliveira, Hélder P.. Exercises and assignments of Programming 1. Portugal. 2015. Gonçalves, Gil; Teixeira, Luis; Cunha, Tiago; Cardoso, José; Oliveira, Hélder P.. Exercises and assignments of Programming 1. Portugal. 2014. Hélder P. Oliveira; Gonçalves, Gil; Fernandes, João; Teixeira, Luis; Pinto, José; Santiago, Catarina. Exercises and assignments of Programming 1. Portugal. 2010. Cardoso, João; Gonçalves, Gil; Quelhas, Pedro; Terroso, Teresa; Oliveira, Hélder P.; Chituc, Claudia; Gonçalves, Rui. Exercises and assignments of Programming 1. Portugal. 2008.
Report	Hélder P. Oliveira. 2022. First Data and AI Transparency Plan (D6.10) – CINDERELLA project. Hélder P. Oliveira. 2022. First Data Management Plan (D6.8) – CINDERELLA project. Hélder P. Oliveira. 2022. Dissemination, Communication and Exploitation (DC&I) Plan (D6.1) – CINDERELLA project. Hélder P. Oliveira. 2022. CINDERELLA social media accounts (D6.3) – CINDERELLA project. Hélder P. Oliveira. 2022. Project Management Book (D1.1) – CINDERELLA project. Hélder P. Oliveira. 2022. Software Requirement Specification (D2.1) – CINDERELLA project. Hélder P. Oliveira. 2022. CINDERELLA website (D6.2) – CINDERELLA project. Hélder P. Oliveira. 2022. Ethics guidelines for trustworthy AI (FRIA/ALTAI tool) (D7.1) – CINDERELLA project. 2021. 3rd year report (M36) – S-MODE project. 2021. 3rd year report (M36) – LuCaS project. Hélder P. Oliveira. 2020. 2nd year report (M24) - LuCaS project. Hélder P. Oliveira. 2020. 2nd year report (M24) - S-MODE project. Hélder P. Oliveira. 2020. Final Report: 36 months) (D36) - BCCT.plan project. Hélder P. Oliveira. 2019. 1st year report (M12) - S-MODE project. Hélder P. Oliveira. 2019. 1st year report (M12) - LUCAS project. Hélder P. Oliveira. 2019. 1st year report (M12) - HEMOSwimmers project. Hélder P. Oliveira. 2018. Progress Report: 18 months - BCCT.Plan project. Hélder P. Oliveira. 2018. 3rd year report (M36) - NanoSTIMA project. Hélder P. Oliveira. 2018. Progress Report: 24 months - BCCT.Plan project. Pockel, Jennifer. 2017. 2nd year report (M24) - NanoSTIMA project. Hélder P. Oliveira. 2017. Identification of the main market solutions framed with the project and the technological options adopted - BCCT.Plan project. Hélder P. Oliveira. 2017. Database specification report - BCCT.Plan project. Hélder P. Oliveira. 2017. Installation of the image acquisition system - BCCT.Plan project. Hélder P. Oliveira. 2017. Progress Report: 6 months - BCCT.Plan project. Hélder P. Oliveira. 2017. Progress Report: 12 months - BCCT.Plan project. Oliveira, Hélder P.. 2016. Periodic Report M25-M36 - PICTURE project. Oliveira, Hélder P.. 2016. Demonstration in the Technical Environment (D6.3) - PICTURE project. Oliveira, Hélder P.. 2016. Summary of PICTURE Improvements (D6.5) - PICTURE project. Hélder P. Oliveira. 2016. 1st year report (M12) - NanoSTIMA project. Oliveira, Hélder P.. 2015. Report on Complete PICTURE Demonstrator Software Release (D6.2) - PICTURE project. Oliveira, Hélder P.. 2015. Report on Technical Evaluation (D6.1) - PICTURE project. Oliveira, Hélder P.. 2015. Exploitation Plan (D7.4) - PICTURE project. Oliveira, Hélder P.. 2015. Software Demonstrating the Parametric Breast Model Fitting (D3.3) - PICTURE project. Oliveira, Hélder P.. 2015. Periodic Report M13-M24 - PICTURE project. Oliveira, Hélder P.. 2015. Software Demonstrating the 3D External Reconstruction of the Breast (D3.1) - PICTURE project. Oliveira, Hélder P.. 2014. Overall Aesthetic Prediction in 2D and 3D (D2.3) - PICTURE project. Oliveira, Hélder P.. 2014. Automatic Detection of Cosmetic Individual Features in 2D and 3D (D2.2) - PICTURE project. Oliveira, Hélder P.. 2014. Periodic Report M1-M12 - PICTURE project. Oliveira, Hélder P.. 2013. Expert and Self-Assessment of Cosmesis Report (D2.1) - PICTURE project. Oliveira, Hélder P.. 2005. Informatic Application for Acquisition, Processing and Control - IVLAB project. Oliveira, Hélder P.. 2005. Subsystem for Acquisition and Image Processing - IVLAB project. Oliveira, Hélder P.. 2005. Preliminary Conception of Subsystem for Acquisition, Processing and Control - IVLAB project.
Thesis / Dissertation	Hélder P. Oliveira. "An Affordable and Practical 3D Solution for the Aesthetic Evaluation of Breast Cancer Conservative Treatment". PhD, Universidade do Porto Faculdade de Engenharia, 2013. Hélder P. Oliveira. "Performance and dynamics Analyses of omni-directional robots with three and four wheels". Master, Universidade do Porto Faculdade de Engenharia, 2008.

Intellectual property

Copyright registration	2022. "Methods and Apparatus for detection of bone marrow edema". Registered 2021. "Label to Breast MRI". Registered 2019. "Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS". Registered 2019. "Software for particle tracking in microrheology studies". Registered
Patent	Araújo, Ricardo J.; Oliveira, Hélder P.. 2017. "METHOD AND APPARATUS FOR SEGMENTATION OF BLOOD VESSELS". Granted/Issued Ricardo J. Araújo; Hélder P. Oliveira. 2017. "METHOD AND APPARATUS FOR SEGMENTATION OF BLOOD VESSELS". Japan. Granted/Issued Ricardo J. Araújo; Hélder P. Oliveira. 2017. "METHOD AND APPARATUS FOR SEGMENTATION OF BLOOD VESSELS". China. Granted/Issued

Other

Dataset	Hélder P. Oliveira. Biometric Recognition with Portable Devices Competition Database. Hélder P. Oliveira. Hand Geometric Points Detection Competition Database. Hélder P. Oliveira. Fingerprint Singular Points Detection Competition Database.
Other output	Proceedings of the 25th Portuguese Conference on Pattern Recognition. 2019. Hélder P. Oliveira; Miguel Coimbra; Ana Rebelo; Francesco Renna; Jorge Oliveira; Carlos Ferreira. Proceedings of 1st PhD Students Conference in Electrical and Computer Engineering. 2012. Oliveira, Hélder P.; Ferreira, Bruno; Gouveia, Clara; Santos, Pedro; Cruz, Susana.

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
2023/03/08	Computer Vision and Machine Learning Challenges in Cancer Research	IEEE UP SB “Rise and Get Wise”
2022/12/02	Computer Vision and Machine Learning Challenges in Cancer Research	EAI MobiHealth 2022 - 11th EAI International Conference on Wireless Mobile Communication and Healthcare
2022/05/05	Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification	10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (Aveiro, Portugal)
2022/04/03	Round Table – Machine Learning in Medicine: A New Frontier	Oporto Biomedical Summit (OBS) (Porto, Portugal)
2021/09/07	Machine learning on diffuse reflectance spectra towards colorectal cancer diagnosis	International Conference on Advanced Laser Technologies
2021	Cost-efficient Color Correction Approach on Uncontrolled Lighting Conditions	19th International Conference On Computer Analysis of Images and Patterns (CAIP)
2021	Mobile Application for Determining the Concentration of Sulfonamides in Water Using Digital Image Colorimetry	23rd International Conference On Human-Computer Interaction (HCI)
2019	Artificial Intelligence: a step further in the future of health care	V Semana da Bioengenharia - Instituto Superior Técnico (Lisbon, Portugal)
2018	Usar a tecnologia para "cuidar"	C-Health Congress (Lisbon, Portugal)
2018	Redefining Research on Communications and Multimedia	Openday CTM - INESC TEC (Porto, Portugal)
2017	A Pathway to Creating Planning Tools for Breast Cancer Surgeries	ISBI 2017-International Symposium on Biomedical Imaging – Special Session: Breast Image Analysis (Melbourne, Australia)
2016	Breast Cancer Research	Universidade Católica (Porto, Portugal)
2015	A Kinect-based System to Assess Lymphedema Impairments in Breast Cancer Patients	7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (Santiago de Compostela, Spain)
2015	Surgical Planning and Assessment of Aesthetic Outcome in Breast Cancer Conservative Treatment	International Workshop on 3D Surface Imaging of the Breast (Belfast, United Kingdom)
2014	Tessellation-based Coarse Registration Method for 3D Reconstruction of the Female Torso	8th IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (Belfast, United Kingdom)
2014	Morphometric Analysis of Sciatic Nerve Images: A Directional Gradient Approach	8th IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (Belfast, United Kingdom)
2014	Fitting of Superquadrics for Breast Modelling by Geometric Distance Minimization	8th IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (Belfast, United Kingdom)
2013	Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?	6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (Funchal, Portugal)
2013	Image-based Techniques Applied to Breast Cancer Detection and Treatment	IABC 2013 – 1st AEICBAS Biomedical Congress (Porto, Portugal)
2013	Introduction to Matlab	Universidade Católica (Porto, Portugal)
2012	Two Unconstrained Biometric Databases	9th International Conference on Image Analysis and Recognition (ICIAR) (Aveiro, Portugal)
2012	Depth-Map Images for the Aesthetic Evaluation of Breast Cancer Treatment	1st PhD. Students Conference in Electrical and Computer Engineering (Porto, Portugal)
2011	Development of a BCCT Quantitative 3D Evaluation System Through Low-cost Solutions	Proceedings of the 2nd International Conference on 3D Body Scanning Technologies (3DBODY.TECH) (Lugano, Switzerland)
2011	The inclusion of side views in objective aesthetic evaluation	TSIO 2011 – “Turning Subjective Into Objective”: Cosmetic Assessment of Breast Cancer Local Treatment (Lisbon, Portugal)
2010	An Accurate and Interpretable Model for BCCT.core	32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Buenos Aires, Argentina)
2010	Bio Star (Bio-related Image Processing and Analysis Student’s Group)	2nd Bioengineering Conference (Porto, Portugal)
2009	Image Retargeting Using Stable Paths	4th International Conference on Computer Vision Theory and Applications (VISAPP) (Lisboa, Portugal)
2008	Dynamical Models for Omni-directional Robots with 3 and 4 Wheels	5th International Conference on Informatics in Control, Automation and Robotics (ICINCO) (Funchal, Portugal)
2008	Precise Modeling of a Four Wheeled Omni-directional Robot	8th Conference on Autonomous Robot Systems and Competitions (ICARSC) (Aveiro, Portugal)
2007	Mobile Robotics – Robotic Football Applications	FEUP (Porto, Portugal)
2006	Omni-directional Robots – Analysis and Performance	ISR (Instituto de Sistemas e Robótica – Porto Seminars (Porto, Portugal)

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2024 - Current	Evaluation of level of trust in AIRR simulation approaches for real-world machine learning application Supervisor of Ana Margarida Mendes Antunes Martins Victoriano	Doctoral Program in Computer Science, Faculty of Sciences (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2023 - Current	Segmentation of vascular networks in 3D medical data: a domain adaptation and topology-aware approach Supervisor of Ricardo Miguel Silva Ferreira	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2023 - Current	Machine learning-based approach for cancer characterization using microbiome and genomic data Supervisor of Pedro Gil Lima Freitas	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2023 - Current	An Optical-Based Multimodal Learning Approach for Lung Cancer Detection Co-supervisor of Maria do Rosário Santos Pinheiro	Doctoral Program in Biomedical Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - Current	Generalizing Learning Models for Out-of-Domain Medical Images Co-supervisor of Margarida Gonçalves Gouveia	Doctoral Program in Biomedical Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - Current	Data-efficient 3D pose estimation in a multi-camera setting Co-supervisor of Ana Filipa Rodrigues Nogueira	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - Current	Vision-based AI Approach for the Real-Time Detection of Compensatory Movements during Upper Limb Rehabilitation Co-supervisor of Cláudia Daniela Costa Rocha	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade de Trás-os-Montes e Alto Douro, Portugal
2022 - Current	Continual Learning is the Way: Enhancing Short Sighted Models Co-supervisor of Joana Vale Amaro de Sousa	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - Current	A Causal Learning Approach for Lung Cancer Characterisation on Multimodal Data Co-supervisor of Francisco Carvalho Moreira da Silva	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2021 - Current	Knowledge Graphs for Ubiquitous Datasets Co-supervisor of Hugo Manuel Soares Oliveira	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2021 - Current	Multimodal-based machine learning approach for early detection of colorectal cancer Supervisor of Luís Fernandes	Doctoral Program in Biomedical Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - Current	Retrieval for vehicle monitoring Supervisor of Francisco Paulo Miguelote Abreu Ribeiro	Master in Engineering Physics (Master) Universidade do Porto Faculdade de Ciências, Portugal
2019 - Current	Unconstrained Human Pose Estimation to Support Breast Cancer Survivor's Prospective Surveillance Supervisor of João Pedro da Silva Monteiro	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	Real-Time Weapon Detection in Surveillance Footage Co-supervisor	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	AI-based models to predict the Traumatic Brain Injury outcome Co-supervisor of Ricardo Miguel Anjo Noronha Ribeiro	Master in Computer Science (Master) Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Enhancing Image Consistency in CT Scans: A PIX2PIXBased Framework for Cross-Modality Transformation Supervisor of Bruno Alberto Carvalho Malta	Master in Bioinformatics and Computational Biology (Master) Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Contributions for the Olive Fruit Fly detection using Deep Learning approaches Supervisor	Master in Computer Science (Master) Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Design and Development of a clinical annotation and visualization tool Supervisor of Ines Teiga	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	CT-Based Lung Adenocarcinoma Prediction using 2D and 3D CNN Architectures Supervisor of Tânia Maria Carvalho Leite Mendes	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	An Interpretable Deep Learning Approach for Predicting Mutations in Lung Cancer using Gene Expression Co-supervisor of Mafalda Colaço Parente Morais Da Costa	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	Deep Learning to predict brain cancer grade through MRI analysis Co-supervisor of Pedro Miguel Novais do Vale	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	AI-based methods for cancer cells classification using histopathological images in a cross-cohort setup Co-supervisor of Nuno Guilherme Amaral Santos	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	Machine Learning-based approaches for microbiome characterization in cancer Supervisor of Marco André Carvalho Teixeira	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	Data-driven Traffic Generation Model for Network Digital Twins Co-supervisor of Catarina Mouro de Sousa	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	3D Socket Generator: A Statistical and Numerical Approach Supervisor of Adriana Dias do Vale	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2023	Development of Landmark Detection in Lower Limb Sockets to Improve INSIGHT Product Suite Supervisor of Gil Manuel Gomes Fernandes	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2023	A transfer learning approach for predicting breast cancer hormonal receptor status with MRI data Supervisor	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	AI-based cancer characterisation using multimodal data Supervisor of Pedro Mendes Antunes de Matos	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	AI-based cancer characterisation using semi-supervised learning algorithms Supervisor of Cláudia Patrícia Ferreira Araújo Pinheiro	Master in Data Science and Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Data Preprocessing Strategies in Cancer Stage Prediction Co-supervisor of Ana Maria Mendes Moreira	Master in Data Science and Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Neuroblastoma Cancer Radiognomics Supervisor of Mafalda Malafaia Baptista de Oliveira	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	AI-based models to predict the Traumatic Brain Injury outcome Co-supervisor of João Pedro Barbosa Fonseca	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	A Machine Learning Approach for Predicting Microsatellite Instability using RNAseq Co-supervisor of José Miguel da Costa Simões	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Learning models for bone marrow edema characterization in radiological images Supervisor of Gonçalo José Marques Ribeiro	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	AI-based methods for cancer cells quantification using whole slide imaging Co-supervisor	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	AI-based models to predict the heart rate using PPG signal from wearables during physical exercise Co-supervisor	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Design and Development of An Application For The Pre-Operative Planning of DIEP-Based Breast Reconstruction Supervisor	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Website Development for the VCMI Research Group Supervisor	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022	Machine Learning-based approaches for microbiome characterization in cancer Co-supervisor	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2022	Pancreatric cancer characterization using machine learning in CT Images Co-supervisor of Rita Catarina Moreira Alves	Master in Biomedical Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2022	Cancer diagnosis in digital pathology: learning from label scarcity Supervisor of Sara Isabel Pires de Oliveira	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2022	An anatomical breast atlas: automatic segmentation of key points in multiple radiological modalities Supervisor of João Pedro Fonseca Teixeira	Doctoral Program in Computer Science - MAP joint programme (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2020 - 2021	An Explainable Approach for Lung Cancer Classification and Integrative Survival Analysis using Omics Da Co-supervisor of Bernardo Manuel Faria Ramos	Master in Informatics and Computing Engineering (Master) Universidade do Porto, Portugal
2020 - 2021	Deep Learning Solutions for Lung Cancer Characterization in Histopathological Images Co-supervisor of João Moranguinho Bastardo Moura	Master in Informatics and Computing Engineering (Master) Universidade do Porto, Portugal
2020 - 2021	Computer Vision approach for bone marrow edema detection in MRI and X-ray images Supervisor of João Pedro Viveiros Franco	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021	Computer Vision algorithm for Determination of sulfonamides in water Supervisor of Inês Baptista da Rocha	Master in Network and Information Systems Engineering (Master) Universidade do Porto Faculdade de Ciências, Portugal
2020 - 2021	3D Lung Computed Tomography Synthesis using Generative Adversarial Networks Supervisor of Artur Manuel Pascoal Ferreira	Master in Network and Information Systems Engineering (Master) Universidade do Porto Faculdade de Ciências, Portugal
2020 - 2021	Cross-platform application for determination of sulfonamides in water using digital image colorimetry Supervisor of Fábio Alexandre Matos Azevedo	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021	Lung Segmentation in CT Images: A CNN U-Net hybrid approach on across-cohort dataset Co-supervisor of Joana Vale Amaro de Sousa	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021	Deep Generative Models for 3D Breast MRI Shapes and Textures Supervisor of Maria de Fátima da Silva Barros	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021	Prostate Cancer Automatic Grading from H&E-stained Histopathology Slides Supervisor of João Carlos Parada Alves	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021	Estimation of tissue's optical properties from reflectance data using machine learning models Co-supervisor of Luís Fernandes	Master in Biomedical Engineering (Master) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2021	Computer Vision for Blood Vessel Segmentation and Related Applications Supervisor of Ricardo Jorge Terroso de Araújo	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2017 - 2021	Personalized 3D Breast Cancer Models: from Multimodal Registration to Predictive Shape Modelling Supervisor of Sílvia da Conceição Neto Bessa	Doctoral Program in Computer Science (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2020 - 2020	3D Generative Models for lower limb sockets Supervisor of Ana Luísa Pereira da Costa	Master in Bioengineering (Master) Universidade do Porto, Portugal
2020 - 2020	Estimate the emotional state of a user in physical rehabilitation Supervisor of Diogo Ricardo Castro Gonçalves	Master in Bioengineering (Master) Universidade do Porto, Portugal
2020 - 2020	Monitoring Infants with a Contactless Solution Supervisor of Diogo Terleira Malafaya Baptista	Master in Bioengineering (Master) Universidade do Porto, Portugal
2020 - 2020	Active Learning for Abnormalities Detection on Videos of Endoscopic Capsules Co-supervisor of Maria Inês Fernandes Xavier	Master in Electrical and Computer Engineering (Master) Universidade do Porto, Portugal
2020 - 2020	Pre-training autoencoder for lung cancer characterisation Co-supervisor of Francisco Carvalho Moreira da Silva	Master in Electrical and Computer Engineering (Master) Universidade do Porto, Portugal
2020 - 2020	Lung computed tomography image synthesis using generative adversarial networks Supervisor of José Miguel Ferreira Mendes	Master in Informatics and Computing Engineering (Master) Universidade do Porto, Portugal
2020 - 2020	Android Application for Determination of sulfonamides in water using digital image colorimetry Supervisor of Pedro Daniel dos Santos Reis	Master in Informatics and Computing Engineering (Master) Universidade do Porto, Portugal
2020 - 2020	Multiple instance learning for lung cancer characterization in computed tomography scans Co-supervisor of Julieta Pintado Jorge Frade	Master in Informatics and Computing Engineering (Master) Universidade do Porto, Portugal
2019 - 2019	3D Breast Cancer Models: Multimodal Data Registration Supervisor of Cátia Sofia Gonçalves Rodrigues	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Automatic Detection of Structures in CT Images to Improve Radiotherapy Treatment Supervisor of Carlos Alberto Lopes Neto	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Anatomy Segmentation of Breast Ultrasound images Supervisor of António Mesquita dos Santos Marques Carreiro	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Abnormalities Detection on Videos of Endoscopic Capsules Co-supervisor of Maria Teresa Gomes Silva Valério	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Deep Homography for Endoscopic Capsule Frames Localisation Co-supervisor	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Particle Tracking in Microscopy Sequences for Microrheology Studies Supervisor	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Thoracic MRI emulation through texture synthesis and ground truth manipulation Supervisor of Mariana Ribeiro Dias	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Radiomics: Tumour genotype prediction Supervisor	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Chemical and biological dual sensor for evaluation of sulfonamides in environmental waters Co-supervisor of Ana Rosa Moreira da Silva	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2019	Breast Modeling Towards an Educational Tool for Breast Cancer Surgeons Supervisor of Daniela do Vale Afonso	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Automatic Detection of Anatomical Structures and Breast Cancer Diagnosis on X-Ray Mammography Supervisor	Master in Computer Science (Master) Universidade do Porto Faculdade de Ciências, Portugal
2018 - 2018	Automated Detection of Bone structure Keypoints on Magnetic Resonance Imaging - Sternum and Clavicles Supervisor of Beatriz Gonçalves Rocha	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Deep Learning for the Segmentation of Vessels in Retinal Fundus images and its Interpretation Supervisor of Pedro Filipe Cavaleiro Breda	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Multimodal Breast Image Registration: Mapping MRI and Surface Data Supervisor of Pedro Henrique Moreira Queirós Carvalho	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Gamification as a mean to promote user physical activity Supervisor of Nuno Correia Duarte	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Visual Odometer on Videos of Endoscopic Capsules Co-supervisor of Gil Martins Pinheiro	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Gait Characterization and Classification in Lower-Limb Amputees Supervisor of Filipe Daniel Martins Rodrigues	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2018	Study on recognition of facial expressions of affect Supervisor	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2013 - 2018	Toward a 3D Planning Approach for Breast Conserving Surgery Supervisor of Hooshiar Zolfagharnasab	Doctoral Program in Electrical and Computer Engineering (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Predicting Breast Healing Deformation after Cancer Conservative Treatment Supervisor of Pedro Miguel Martins de Lemos da Cunha Faria	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Ferramenta de auxílio para aprendizagem do Português Co-supervisor of Miguel Agostinho Santos Nunes	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Digital Image Colorimetry for Determination of Sulfanamides in Water Supervisor of Paulo Jorge Teixeira Silva	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2017	Contextual game design: from interface development to human activity recognition Supervisor of Helena Carolina Teixeira Lopes	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Computer Aided Detection of Perforating Arteries in CT Angiography Supervisor of Ricardo Jorge Terroso de Araújo	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	A Rigid 3D registration framework of women body RGB-D images Supervisor of António Bastos Pintor	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2016	Automatic Analysis Of Glial Cells And Photoreceptors In Drosophila Melanogaster Supervisor of Jorge Miguel Ferreira da Silva	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2016	Framework for Planing the Aesthetic Result after Breast Surgery Supervisor of Sílvia da Conceição Neto Bessa	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Smart Image Retargeting Techniques Supervisor of Laura Figueiredo Ângelo	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	3D reconstruction from multiple RGB-D images with different perspectives Supervisor of Mário André Pinto Ferraz de Aguiar	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Dynamic Analysis of Upper Limbs Movement of Breast Cancer Patients Supervisor of António José Pereira Guerra	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Jogo interativo para reabilitação de pacientes com cancro da mama Supervisor of Edgar Manuel Moreira Alves Velasco Costa	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Dynamic analysis of upper limbs movements after breast cancer surgery Supervisor of Ana Rita Carvalho Moreira	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Kinect Based System for 3D Modeling Applications Supervisor of Pedro Miguel Ferro da Costa	Master in Bioengineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Video Analysis in Indoor Soccer with a Quadcopter Co-supervisor of Filipe Trocado Ferreira	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2012 - 2012	Kinect Based System Applied to Breast Cancer Conservative Treatment Co-supervisor of Marco Alexandre Dias Silva	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2011	Global Localization of Vertical Road Signs Using a Car Equipped With a Stereo Vision System and GPS Co-supervisor of Miguel Jorge Pereira Cova	Master in Electrical and Computer Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2011	Uncalibrated Stereo Vision Applied to Breast Cancer Treatment Aesthetic Assessment Co-supervisor of João Miguel Trigo Soares	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2011	Computational Vision Applied to the Segmentation and Morphometric Characterization of the Sciatic Nerve in Microscopic Images Co-supervisor of Diogo Machado Carneiro Dias	Master in Informatics and Computing Engineering (Master) Universidade do Porto Faculdade de Engenharia, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2022 - Current	MICCAI Hackathon 2022 (2022 - 2022) Other (Other)
2022 - 2023	11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2023) (2023 - 2023) Conference (Other)
2022/05/04 - 2022/05/06	10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2022) (2022/05/04 - 2022/05/06) Conference (Other)
2019 - 2019	7th Vision Understanding and Machine Intelligence School (visum 2019) (2019 - 2019) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	25th Portuguese Conference on Pattern Recognition (RECPAD 2019) (2019 - 2019) Conference (Co-organisor)	Universidade do Porto Faculdade de Ciências, Portugal
2018 - 2018	International Conference on Image Analysis and Recognition (ICIAR 2018) (2018 - 2018) Conference (Member of the Organising Committee)	Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	6th Vision Understanding and Machine Intelligence School (visum 2018) (2018 - 2018) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	5th Vision Understanding and Machine Intelligence School (visum 2017) (2017 - 2017) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	4th VISion Understanding and Machine intelligence (visum 2016) (2016 - 2016) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Recent Advances on RGB-D Camera Applications (Special Session) - 2nd Edition (2016 - 2016) Workshop (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Multidisciplinary Advances in Personalised Breast Cancer Surgery (MapBreast) (2015 - 2015) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	3rd Workshop on Breast Image Analysis (MICCAI-BIA 2015) (2015 - 2015) Workshop (Member of the Organising Committee)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	1st Mobile Iris Liveness Detection Competition (MobILive2014) (2014 - 2014) Other (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	2nd VISion Understanding and Machine intelligence (visum 2014) (2014 - 2014) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2013) (2013 - 2013) Conference (Member of the Organising Committee)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	1st Biometric Recognition with Portable Devices Competition (MobBIO2013) (2013 - 2013) Other (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	Recent Advances on RGB-D Camera Applications (Special Session) - 1st Edition (2013 - 2013) Workshop (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	1st Vision Understanding and Machine Intelligence School (visum 2013) (2013 - 2013) Meeting (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	Introduction to LaTeX (2013 - 2013) Workshop (Co-organisor)
2012 - 2012	1st PhD Student Conference in Electrical and Computer Engineering (StudECE2012) (2012 - 2012) Conference (Co-organisor)	Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2011	1st Hand Geometric Points Detection Competition (HGC2011) (2011 - 2011) Other (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2010 - 2010	1st Fingerprint Singular Points Detection Competition (SPD2010) (2010 - 2010) Other (Co-organisor)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2010 - 2010	Introduction to Image Processing using Matlab (2010 - 2010) Workshop (Co-organisor)	Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2010	Introduction to C Language (2010 - 2010) Workshop (Co-organisor)	Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2010	Introduction to C++ (2010 - 2010) Workshop (Co-organisor)	Universidade do Porto Faculdade de Engenharia, Portugal

Event participation

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2024	Methods for Improving Generalizability and Robustness of Medical Imaging AI Models (Thesis) Main arguer	César Alexandre Silva Lima (PhD) Universidade de Mogi das Cruzes, Brazil
2023	A transfer learning approach for predicting breast cancer hormonal receptor status with MRI data Supervisor	Ana Isabel Pontes Silva (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Methods for Improving Generalizability and Robustness of Medical Imaging AI Models (Thesis) Main arguer	João António Alves Santinha (PhD) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Visual Viper: a portable visualization library for streamlined scientific communications President of the jury	Mariana Beatriz Nunes Canelas Pais (Master) Universidade do Porto Faculdade de Medicina, Portugal
2023	MedTransport EasyMove: Sistema de Transporte Médico Não-Urgente President of the jury	Tiago Filipe Lino Santos (Master) Universidade do Porto Faculdade de Medicina, Portugal
2023	Users Satisfaction Regarding Nursing Information and Documentation In Electronic Health Records: A Study At The Health Centers Group Tâmega II – Vale Do Sousa Sul President of the jury	Carla Manuela Pinto Lourenço (Master) Universidade do Porto Faculdade de Medicina, Portugal
2023	Privileged Access Management (PAM): comparison between the health and business sectors President of the jury	Maria Francisca Neves (Master) Universidade do Porto Faculdade de Medicina, Portugal
2023	Development of a Web and Mobile Application as a Support Tool for Nutrition Consultations (Thesis) Arguer	Sofia Azeredo Raimundo (Master) Universidade do Porto Faculdade de Medicina, Portugal
2023	Real-time classification of causes of death using Artificial Intelligence: sensitivity analysis (Thesis) Main arguer	Patrícia Pita Ferreira (Master) Universidade Nova de Lisboa Escola Nacional de Saúde Pública, Portugal
2023	Virtualized Robot Movement Control and Validation (Thesis) Main arguer	Gonçalo da Costa Dias Noites (Master) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023	Segmentation and Characterization of the Vascular Network in OCTA Images (Thesis) Main arguer	Matilde Carvalho Costa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Echocardiography Automatic Image Quality Enhancement Using Generative Adversarial Networks (Thesis) Main arguer	Teresa Corado (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Deep Learning methods to detect Alzheimer’s Disease from MRI (Thesis) Main arguer	Mariana Filipa Macedo Coelho (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Automatic classification of Drosophila (Thesis) Main arguer	Daniela Maria da Silva Tavares (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Diagnose of the Inflammatory Bowel Disease using Deep Learning Models with Interpretability (Thesis) Main arguer	José Carlos Nunes Maurício (Master) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2023	Contributions for the Olive Fruit Fly detection using Deep Learning approaches Supervisor	Ana Margarida Mendes Antunes Martins Victoriano (Master) Universidade do Porto Faculdade de Ciências, Portugal
2023	Enhancing Image Consistency in CT Scans: A PIX2PIXBased Framework for Cross-Modality Transformation Supervisor	Bruno Alberto Carvalho Malta (Master) Universidade do Porto Faculdade de Ciências, Portugal
2023	3D Socket Generator: A Statistical and Numerical Approach Supervisor	Adriana Dias do Vale (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Development of Landmark Detection in Lower Limb Sockets to Improve INSIGHT Product Suite Supervisor	Gil Manuel Gomes Fernandes (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Machine Learning-based approaches for microbiome characterization in cancer Supervisor	Marco André Carvalho Teixeira (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	Design and Development of a clinical annotation and visualization tool Supervisor	Inês Castro Teiga (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023	CT-Based Lung Adenocarcinoma Prediction using 2D and 3D CNN Architectures Supervisor	Tânia Maria Carvalho Leite Mendes (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Towards Clinically Relevant Machine Learning for Medical Imaging: Applications to Segmentation, Classification, and Survival Prediction (Thesis) Arguer	José Maria da Silva Moreira (PhD) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022	An anatomical breast atlas: automatic segmentation of key points in multiple radiological modalities Supervisor	João Pedro Fonseca Teixeira (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2022	Deep Implicit Representations in Autonomous Driving (Thesis) Main arguer	João Pedro Pinto Mota (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	LiDAR-based Weather and Range Estimation in Autonomous Driving (Thesis) Main arguer	Martim Pinto da Silva (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Automated Adequacy Assessment of Cervical Cytology Samples using Deep Learning (Thesis) Main arguer	Vladyslav Mosiichuk (Master) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022	LudVision: Remote Detection of Exotic Invasive Aquatic Floral Species using Data from a DroneMounted Multispectral Sensor (Thesis) Main arguer	António José Marques Abreu (Master) Universidade da Beira Interior, Portugal
2022	Learning models for bone marrow edema characterization in radiological images Supervisor	Gonçalo José Marques Ribeiro (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Neuroblastoma Cancer Radiognomics Supervisor	Mafalda Malafaia Baptista de Oliveira (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	AI-based cancer characterisation using multimodal data Supervisor	Pedro Mendes Antunes de Matos (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	AI-based cancer characterisation using semi-supervised learning algorithms Supervisor	Cláudia Patrícia Ferreira Araújo Pinheiro (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Website Development for the VCMI Research Group Supervisor	José Pedro Moreira de Almeida Baptista (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Design and Development of An Application For The Pre-Operative Planning of DIEP-Based Breast Reconstruction Supervisor	Miguel Maio Romariz (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Protecting IOT devices against cyberattacks using deep learning to classify radio-frequency emissions of code running on the processor (Thesis) Main arguer	José Pedro Passos Leocádio (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Automotive Interior Sensing: Human Interaction Recognition (Thesis) Main arguer	Maria Carolina Silva Teixeira Pinto (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Object identication for autonomous vehicles based on Machine Learning (Thesis) Main arguer	Diogo Alexandre Amaral Conde Guedes (Master) Universidade de Aveiro, Portugal
2021	Computer Vision for Blood Vessel Segmentation and Related Applications Supervisor	Ricardo Jorge Terroso de Araújo (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2021	Personalized 3D Breast Cancer Models: from Multimodal Registration to Predictive Shape Modelling Supervisor	Sílvia da Conceição Neto Bessa (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2021	Generative Adversarial Networks in Automated Chest Radiography Screening (Thesis) Main arguer	Martim de Aguiar Quintas Penha e Sousa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Classification Of Pulmonary Nodules In 2-[18f]FDG PET/CT Images With Convolutional Neural Networks (Thesis) Main arguer	Victor Manuel Alves (Master) Universidade do Porto Faculdade de Economia, Portugal
2021	Deep Convolutional Neural Network for gastric landmarks detection (Thesis) Main arguer	Inês Filipa Fernandes Videira Lopes (Master) Universidade de Aveiro, Portugal
2021	Automatic calculation of insulin dose for proteins and lipids (Thesis) Main arguer	Rui Gonçalo Cabo Couto (Master) Universidade do Porto Faculdade de Ciências, Portugal
2021	Onboard Image Classification of Biological Habitats Using Underwater Vehicles (Thesis) Main arguer	Miguel Quinaz Pereira (Master) Universidade do Porto Faculdade de Ciências, Portugal
2021	Estimation of tissue’s optical properties from reflectance data using machine learning models Supervisor	Luís Fernandes (Master) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021	Prostate Cancer Automatic Grading from Digitized H&E-stained Histopathology Slides Supervisor	João Carlos Parada Alves (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Deep Generative Models for 3D Breast MRI Shapes and Textures Supervisor	Maria de Fátima da Silva Barros (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Cross-platform application for determination of sulfonamides in water using digital image colorimetry Supervisor	Fábio Alexandre Matos Azevedo (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Computer Vision approach for bone marrow edema detection in MRI and X-ray images Supervisor	João Pedro Viveiros Franco (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021	Computer Vision algorithm for Determination of sulfonamides in water Supervisor	Inês Baptista da Rocha (Master) Universidade do Porto Faculdade de Ciências, Portugal
2020	Lung computed tomography image synthesis using generative adversarial networks Supervisor	José Miguel Ferreira Mendes (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020	Estimate the emotional state of a user in physical rehabilitation Supervisor	Diogo Ricardo Castro Gonçalves (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020	3D Generative Models for lower limb sockets Supervisor	Ana Luísa Pereira da Costa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020	Using Ordinary Color Video Cameras for Contactless Vital Sign Monitoring in Challenging Condition Supervisor	Diogo Terleira Malafaya Baptista (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020	Android Application for Determination of sulfonamides in water using digital image colorimetry Supervisor	Pedro Daniel dos Santos Reis (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	A Novel Machine Learning Algorithm for Classification of Gait Phases from EMG Data (Thesis) Main arguer	Pedro Miguel Koch e Silva do Carmo (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Parkinson's Disease Diagnosis: A machine learning and data mining based approach (Thesis) Main arguer	Juliana Rajão Guerra (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Medical Image Segmentation Based on AIFs (Thesis) Main arguer	Telmo Rui Dias Bento (PhD) Universidade de Trás-os-Montes e Alto Douro, Portugal
2019	Deteção e Segmentação de Sangramentos em Imagens Gastrointestinais de Cápsulas Endoscópicas (Thesis) Main arguer	Paulo Jorge Simões Coelho (PhD) Universidade de Trás-os-Montes e Alto Douro, Portugal
2019	Automated Detection of Bone structure Keypoints on Magnetic Resonance Imaging - Sternum and Clavicles Supervisor	Beatriz Gonçalves Rocha (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Automatic Detection of Anatomical Structures and Breast Cancer Diagnosis on X-Ray Mammography Supervisor	Hugo Manuel Soares Oliveira (Master) Universidade do Porto Faculdade de Ciências, Portugal
2019	Study on recognition of facial expressions of affect Supervisor	Beatriz Peneda Coelho (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Breast Modeling Towards an Educational Tool for Breast Cancer Surgeons Supervisor	Daniela do Vale Afonso (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Radiomics: Tumour genotype prediction Supervisor	Catarina Manuela Fonseca Dias (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Thoracic MRI emulation through texture synthesis and ground truth manipulation Supervisor	Mariana Ribeiro Dias (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Particle Tracking in Microscopy Sequences for Microrheology Studies Supervisor	Marina Dias Miranda de Castro (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Anatomy Segmentation of Breast Ultrasound images Supervisor	António Mesquita dos Santos Marques Carreiro (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	Automatic Detection of Structures in CT Images to Improve Radiotherapy Treatment Supervisor	Carlos Alberto Lopes Neto (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019	3D Breast Cancer Models: Multimodal Data Registration Supervisor	Cátia Sofia Gonçalves Rodrigues (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018	Extending the applicability of the nonlinear Fourier transform: from pattern analysis to artificial intelligence (Thesis) Main arguer	André Agostinho Monteiro Pereira (Master) Universidade do Porto Faculdade de Ciências, Portugal
2018	Toward a 3D Planning Approach for Breast Conserving Surgery Supervisor	Hooshiar Zolfagharnasab (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2018	Gait Characterization and Classification in Lower-Limb Amputees Supervisor	Filipe Daniel Martins Rodrigues (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018	Gamification as a mean to promote user physical activity Supervisor	Nuno Correia Duarte (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018	Multimodal Breast Image Registration: Mapping MRI and Surface Data Supervisor	Pedro Henrique Moreira Queirós Carvalho (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018	Deep Learning for the Segmentation of Vessels in Retinal Fundus images and its Interpretation Supervisor	Pedro Filipe Cavaleiro Breda (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017	Desenho de uma aplicação para elaboração de relatórios radiológicos estruturados com reconhecimento de voz para o IPO de Lisboa (Thesis) Main arguer	Catarina Manuel da Silva Ferreira (Master) Universidade do Porto Faculdade de Medicina, Portugal
2017	Contextual game design: from interface development to human activity recognition Supervisor	Helena Carolina Teixeira Lopes (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017	Design, Implementation and Testing of a Solution to Measure Quality of Life using Mobile Devices (Thesis) Main arguer	Pedro Miguel Loureiro Mourão (Master) Universidade do Porto Faculdade de Ciências, Portugal
2017	Aumentar a Interação com o Utilizador – MyDiabetes App (Thesis) Main arguer	Ricardo Miguel Sousa Parra (Master) Universidade do Porto Faculdade de Ciências, Portugal
2017	Acoustic Analysis of Swallowing Sounds in Healthy Subjects (Thesis) Main arguer	Inês Filipa Magalhães Leite Carneiro (Master) Universidade do Porto Faculdade de Medicina, Portugal
2017	Digital Image Colorimetry for Determination of Sulfanamides in Water Supervisor	Paulo Jorge Teixeira Silva (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017	Predicting Breast Healing Deformation After Cancer Conservative Treatment Supervisor	Pedro Miguel Martins de Lemos da Cunha Faria (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	A Rigid 3D registration framework of women body RGB-D images Supervisor	António Bastos Pintor (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Computer Aided Detection of Perforating Arteries in CT Angiography Supervisor	Ricardo Jorge Terroso de Araújo (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Patents in the computer-aided diagnosis industry (Thesis) Main arguer	Flávio Ricardo Marques Rodrigues (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Analysis of Pulmonary Airflow on a Smartphone Application (Thesis) Main arguer	André Miguel Pinheiro Costa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Automatic Analysis Of Glial Cells And Photoreceptors In Drosophila Melanogaster Supervisor	Jorge Miguel Ferreira da Silva (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Framework for Planing the Aesthetic Result after Breast Surgery Supervisor	Sílvia da Conceição Neto Bessa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016	Heart rate estimation using video in psychology experiments (Thesis) Main arguer	Luís Pedro Santos De Assunção (Master) Universidade de Aveiro, Portugal
2015	NeuronDyn: Live Neurotransmitter Vesicle Movement Dynamics in Living Neurons (Thesis) Main arguer	Hélder Diogo Tedim Matos Moreira (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015	Image processing methodology for blood cell counting via mobile devices (Thesis) Main arguer	Hugo Miguel Felgueira de Andrade (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015	Dynamic Analysis of Upper Limbs Movement of Breast Cancer Patients Supervisor	António José Pereira Guerra (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015	Jogo interativo para reabilitação de pacientes com cancro da mama Supervisor	Edgar Manuel Moreira Alves Velasco Costa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015	Smart Image Retargeting Techniques Supervisor	Laura Figueiredo Ângelo (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015	3D reconstruction from multiple RGB-D images with different prespectives Supervisor	Mário André Pinto Ferraz de Aguiar (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014	Dynamic analysis of upper limbs movements after breast cancer surgery Supervisor	Ana Rita Carvalho Moreira (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014	Kinect Based System for 3D Modeling Applications Supervisor	Pedro Miguel Ferro da Costa (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2012	Kinect Based System Applied to Breast Cancer Conservative Treatment	Marco Alexandre Dias Silva (Master) Universidade do Porto, Portugal
2011	Uncalibrated Stereo Vision Applied to Breast Cancer Treatment Aesthetic Assessment	João Miguel Trigo Soares (Master) Universidade do Porto, Portugal
2011	Computational Vision Applied to the Segmentation and Morphometric Characterization of the Sciatic Nerve in Microscopic Images	Diogo Machado Carneiro Dias (Master) Universidade do Porto, Portugal

Association member

	Society Organization name	Role
2019 - Current	IEEE Engineering in Medicine and Biology Society
2012 - Current	IEEE Signal Processing Society
2011 - Current	APRP - Portuguese Association of Pattern Recognition
2008 - Current	IEEE - Institute of Electrical & Electronics Engineers

Conference scientific committee

	Conference name	Conference host
2023 - Current	IbPRIA2023 - 11th Iberian Conference on Pattern Recognition and Image Analysis
2023 - Current	ISBI2023 - 20th IEEE International Symposium on Biomedical Imaging
2022 - Current	IFSC 2022 - 17th conference of the International Federation of Classification Societies
2022 - Current	IbPRIA 2022 - 10th Iberian Conference on Pattern Recognition and Image Analysis
2022 - Current	MobiHealth 2022 - 11th EAI International Conference on Wireless Mobile Communication and Healthcare
2022 - Current	RECPAD 2022 - 28th Portuguese Conference on Pattern Recognition
2022 - Current	MICCAI-IMIMIC 2022 - Workshop on Interpretability of Machine Intelligence in Medical Image Computing
2022 - Current	CSNDSP 2022 - 13th International Symposium on Communication Systems, Networks and Digital Signal Processing
2021 - Current	URUCON 2021 - 2nd IEEE International Conference of Cono Sur Council and Uruguay Section
2021 - Current	ICTS4eHealth 2021 - 6th Edition of the IEEE Workshop on ICT Solutions For E-health
2021 - Current	RECPAD 2021 - 27th Portuguese Conference on Pattern Recognition
2021 - 2021	ISBI2021 - 18th IEEE International Symposium on Biomedical Imaging
2020 - 2020	ICTS4eHealth 2020 - 5th Edition of the IEEE Workshop on ICT Solutions For E-health
2020 - 2020	ICIAR 2020 - 17th International Conference on Image Analysis and Recognition
2020 - 2020	RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2019 - 2019	RECPAD 2019 – 25th Portuguese Conference on Pattern Recognition
2019 - 2019	ICIAR 2019 – 16th International Conference on Image Analysis and Recognition
2019 - 2019	ICTS4eHealth 2019 – 4th Edition of the IEEE Workshop on ICT Solutions For E-health
2019 - 2019	ENBENG 2019 – 6th IEEE Portuguese Meeting on Bioengineering
2019 - 2019	AAAI 2019 – The 33rd AAAI Conference on Artificial Intelligence
2019 - 2019	PATTERNS 2019 – The 11th International Conferences on Pervasive Patterns and Applications
2018 - 2018	RECPAD 2018 – 24th Portuguese Conference on Pattern Recognition, 26 October, 2018
2018 - 2018	MICCAI-BIA 2018 – 4rd Workshop on Breast Image Analysis
2018 - 2018	MICCAI-DLMIA 2018 – 4rd Workshop on Deep Learning in Medical Image Analysis
2018 - 2018	INFORUM 2018 - 10th Informatics Symposium
2018 - 2018	ICIAR 2018 – 15th International Conference on Image Analysis and Recognition
2018 - 2018	PATTERNS 2018 - The 10th International Conferences on Pervasive Patterns and Applications
2017 - 2017	RECPAD 2017 – 23rd Portuguese Conference on Pattern Recognition
2017 - 2017	INFORUM 2017 - 9th Informatics Symposium
2017 - 2017	MICCAI-DLMIA 2017 – 3rd Workshop on Deep Learning in Medical Image Analysis
2017 - 2017	ICIAR 2017 – 14th International Conference on Image Analysis and Recognition
2017 - 2017	PATTERNS 2017 - The 9th International Conferences on Pervasive Patterns and Applications
2016 - 2016	MICCAI-DLMIA 2016 – 2nd Workshop on Deep Learning in Medical Image Analysis
2016 - 2016	ICPR 2016 – 23rd International Conference on Pattern Recognition
2016 - 2016	ICIAR 2016 – 13th International Conference on Image Analysis and Recognition
2016 - 2016	RAD 2016 – 4th International Conference on Radiation and Applications in Various Fields of Research
2015 - 2015	ROBOT 2015 – 2nd Iberian Robotics Conference (Visual Perception for Autonomous Robots Special Session)
2015 - 2015	MICCAI-BIA 2015 – 3rd Workshop on Breast Image Analysis
2015 - 2015	INFORUM 2015 – 7th Informatics Symposium
2015 - 2015	ICIAR 2015 – 12th International Conference on Image Analysis and Recognition
2015 - 2015	CBMS 2015 – 28th IEEE International Symposium on Computer-Based Medical Systems
2015 - 2015	IbPRIA 2015 – 7th Iberian Conference on Pattern Recognition and Image Analysis
2015 - 2015	DCE 2015 – 1st Doctoral Congress in Engineering
2014 - 2014	ICIAR 2014 – 11th International Conference on Image Analysis and Recognition
2013 - 2013	StudECE 2013 – 2nd PhD Students Conference in Electrical and Computer Engineering
2013 - 2013	ICIAR 2013 – 10th International Conference on Image Analysis and Recognition
2013 - 2013	IbPRIA 2013 – 6th Iberian Conference on Pattern Recognition and Image Analysis
2012 - 2012	StudECE 2012 – 1st PhD Students Conference in Electrical and Computer Engineering
2011 - 2011	RECPAD 2011 – 17th Portuguese Conference on Pattern Recognition
2009 - 2009	ETFA 2009 – 14th IEEE International Conference on Emerging Technologies and Factory Automation

Consulting

	Activity description	Institution / Organization
2023 - 2023	World Data League
2022 - 2022	World Data League
2022 - 2022	IEEE Outstanding MSc Thesis Award, IEEE Portugal Section
2020 - 2020	IEEE Outstanding MSc Thesis Award, IEEE Portugal Section
2020 - 2020	Czech Academy of Sciences
2017 - 2017	Examiner in venture capital institutions	Portugal Ventures, Portugal

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2023 - 2023	Algorithm Design and Analysis	First Degree in Computer Science; First Degree in Artificial Intelligence and Data Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2023 - 2023	Signal and Image Processing	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Computer Vision	Master in Computer Vision; Master in Data Science; Master in in Bioinformatics and Computational Biology (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Interactive Systems for Health	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2023	Data Structures	First Degree in Computer Science; First Degree in Artificial Intelligence and Data Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2022 - 2022	Algorithm Design and Analysis	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2021 - 2022	Data Structures	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2021 - 2022	Interactive Systems for Health	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Medicina, Portugal
2021 - 2021	Computer Laboratory	First Degree in Computer Science; Master of Science in Network Engineering and Information Systems (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2020 - 2021	Interactive Systems for Health	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Medicina, Portugal
2020 - 2021	Algorithm Design and Analysis	First Degree in Computer Science; Master of Science in Network Engineering and Information Systems (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2020/03 - 2020/07	Computer Laboratory	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2019/09 - 2020/02	Algorithm Design and Analysis	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2019/09 - 2020/02	Medical Signals and Imaging	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Medicina, Portugal
2019/03 - 2019/07	Computer Laboratory	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2018/09 - 2019/02	Algorithm Design and Analysis	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2018/03 - 2018/07	Computer Laboratory	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2017/09 - 2018/02	Algorithm Design and Analysis	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2017/09 - 2018/02	Computer Vision	Doctoral Program in Computer Science (Doutoramento)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Engenharia, Portugal Universidade do Minho, Portugal Universidade de Aveiro, Portugal
2017/03 - 2017/07	Computer Laboratory	First Degree in Computer Science (Licenciatura)	Universidade do Porto Faculdade de Ciências, Portugal
2017/02 - 2017/07	Signal and Image Processing	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Medicina, Portugal
2016/09 - 2017/02	Computer Vision	Master in Computer Science (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal
2016/09 - 2017/02	Medical Signals and Imaging	Master in Medical Informatics (Mestrado)	Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Faculdade de Medicina, Portugal
2015/09 - 2016/02	Programming 1	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2015/02 - 2015/07	Programming 2	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2014/09 - 2015/02	Programming 1	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2013 - 2013	Introduction to Matlab	Introduction to Matlab (Curso médio)	Universidade Católica Portuguesa, Portugal
2010/09 - 2011/02	Programming 1	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2010/02 - 2010/07	Programming 2	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2009/09 - 2010/02	Programming Laboratories	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2010	Introduction to C Language	Introduction to C Language (Curso médio)	Universidade do Porto Faculdade de Engenharia, Portugal
2009/02 - 2009/07	Programming 2	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal
2008/09 - 2009/02	Programming 1	Master in Electrical and Computers Engineering (Mestrado integrado)	Universidade do Porto Faculdade de Engenharia, Portugal

Evaluation committee

	Activity description Role	Institution / Organization
2023 - 2023	Research Grant, CAGING, AE2023-0004 (2022.10486.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, HfPT, AE2023-0015 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, HfPT, AE2023-0016 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, NewSpacePortugal, AE2023-0017 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, HfPT, AE2023-0026 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, CAGING, AE2023-0028 (2022.10486.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, LUCCA, AE2023-0029 (2022.03488.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, CONVERGE, AE2023-0033 (CE-101094831) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, NewSpacePortugal, AE2023-0064 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, HfPT, AE2023-0075 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, LUCCA, AE2023-0086 (2022.03488.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, CAGING, AE2023-0088 (2022.10486.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, CAGING, AE2023-0105 (2022.10486.PTDC) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, XAIBIO-CTM, AE2023-0106 (UIDB/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, XAIBIO-CTM, AE2023-0107 (UIDB/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2023 - 2023	Research Grant, HfPT, AE2023-0116 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, INESC TEC, AE2022-0012 (LA/P/0063/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, INESC TEC, AE2022-0099 (LA/P/0063/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, INESC TEC, AE2022-0128 (LA/P/0063/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, INESC TEC, AE2022-0157 (LA/P/0063/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, INESC TEC, AE2022-0186 (LA/P/0063/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, CINDERELLA, AE2022-0220 (CE-101057389) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	PhD contract, INESC TEC, AE2022-0221 (CE-101057389) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, SCONE-CTM, AE2022-0230 (UIDB/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, CINDERELLA, AE2022-0274 (CE-101057389) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, Decarbonize, AE2022-0289 (NORTE-01-0145-FEDER-000065) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, Decarbonize, AE2022-0308 (NORTE-01-0145-FEDER-000065) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, CINDERELLA, AE2022-0311 (CE-101057389) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, CIRCUMSTANCE, AE2022-0362 (PTDC/BTM-TEC/0367/2021) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, HfPT, AE2022-0363 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, HfPT, AE2022-0364 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, NewSpacePortugal, AE2022-0365 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, NewSpacePortugal, AE2022-0367 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, HfPT, AE2022-0423 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022 - 2022	Research Grant, NewSpacePortugal, AE2022-0424 (PRR) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, AUTOMOTIVE, AE2021-0002 (POCI-01-0145-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0018 (UIDB/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0038 (UIDB/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, AUTOMOTIVE, AE2021-0048 (POCI-01-0145-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	PhD contract, INESC TEC, AE2021-0050 (NORTE-06-3559-FSE-000116) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0018 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0038 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, AUTOMOTIVE, AE2021-0048 (POCI-01-0145-FEDER-030707)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	PhD contract, INESC TEC, AE2021-0050 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	MSc contract, INESC TEC, AE2021-0051 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	PhD contract, INESC TEC, AE2021-0083 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	MSc contract, INESC TEC, AE2021-0094 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	PhD contract, INESC TEC, AE2021-0118 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, LUCAS, AE2021-0124 (POCI-01-0145-FEDER-030263)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	MSc contract, INESC TEC, AE2021-0127 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0139 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0185 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	PhD contract, INESC TEC, AE2021-0188 (NORTE-06-3559-FSE-000116)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0204 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0214 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, INESC TEC, AE2021-0244 (UIDB/50014/2020)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, Decarbonize, AE2021-0323 (NORTE-01-0145-FEDER-000065)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, TAMI, AE2021-0324 (NORTE-01-0247-FEDER-045905)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021 - 2021	Research Grant, TAMI, AE2021-0324 (NORTE-01-0247-FEDER-045905) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	PhD contract, CLARE, AE2020-0006 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, INESC TEC, AE2020-0046 (INESC TEC-UID/EEA/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, TAMI, AE2020-0047 (NORTE-01-0247-FEDER-045905) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, CLARE, AE2020-0048 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, TAMI, AE2020-0098 (NORTE-01-0247-FEDER-045905) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, INESC TEC, AE2020-00127 (INESC TEC-UID/EEA/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, LUCAS, AE2020-00130 (POCI-01-0145-FEDER-030263) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, INESC TEC, AE2020-00140 (INESC TEC-UID/EEA/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, INESC TEC, AE2020-00181 (INESC TEC-UID/EEA/50014/2020) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, S-MODE, AE2020-00207 (POCI-01-0145-FEDER-031756) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, AUTOMOTIVE, AE2020-00223 (POCI-01-0145-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, AUTOMOTIVE, AE2020-00224 (POCI-01-0145-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, S-MODE, AE2020-00262 (POCI-01-0145-FEDER-031756) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2020 - 2020	Research Grant, TAMI, AE2020-0276 (NORTE-01-0247-FEDER-045905) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, CLARE, AE2019-0005 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	PhD contract, AUTOMOTIVE, AE2019-0008 (POCI-01-0145-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, BCCT.Plan, AE2019-0012 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	PhD contract, LuCaS, AE2019-0013 (POCI-01-0145-FEDER-030263) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0047 (UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, BCCT.Plan, AE2019-0073 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, CLARE, AE2019-0090 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0161 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, PERFECT, AE2019-0162 (POCI-01-0145-FEDER-028618/2017) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0166 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0198 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0198 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0271 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0215 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0323 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0326 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, INESC TEC, AE2019-0327 (INESC TEC-UID/EEA/50014/2019) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, CLARE, AE2019-0330 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	Research Grant, PERFECT, AE2019-0375 (POCI-01-0145-FEDER-028618/2017) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019 - 2019	PhD contract, CLARE, AE2019-0377 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, CLARE, AE2018-0178 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, LuCaS, AE2018-0181 (POCI-01-0145-FEDER-030263) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, S-MODE, AE2018-0182 (POCI-01-0247-FEDER-031756) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, HEMOSwimmers, AE2018-0200 (POCI-01-0145-FEDER-030764) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	PhD contract, INESC TEC, AE2018-0226 Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, BCCT.Plan, AE2018-0291 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, AUTOMOTIVE, AE2018-0293 (POCI-01-0247-FEDER-030707) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, INESC TEC, AE2018-0295 (POCI-01-0145-FEDER-006961) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, S-MODE, AE2018-0311 (POCI-01-0145-FEDER-031756) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	PhD contract, LuCaS, AE2018-0331 (POCI-01-0145-FEDER-030263) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, BCCT.Plan, AE2018-0377 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018 - 2018	Research Grant, CLARE, AE2018-0380 (POCI-01-0145-FEDER-028857) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	Research Grant, NanoSTIMA, AE2017-0009 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	Research Grant, BCCT.Plan - AE2017-0023 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	Research Grant, NanoSTIMA, AE2017-0165 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	Research Grant, NanoSTIMA, AE2017-0174 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2017 - 2017	Research Grant, BCCT.Plan, AE2017-0292 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Post-Doc Grant, NanoSTIMA, AE2016-0039 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Post-Doc Grant, NanoSTIMA, AE2016-0092 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, NanoSTIMA, AE2016-0108 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, NanoSTIMA, AE2016-0107 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, Financiamento INESC TEC LA, AE2016-0150 (INESC TEC - EEA/50014) (POCI-01-0145-FEDER-006961) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Post-Doc Grant, NanoSTIMA, AE2016-0153 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Post-Doc Grant, NanoSTIMA, AE2016-0168 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, Financiamento INESC TEC LA, AE2016-0246 (INESC TEC - EEA/50014) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, BCCT.Plan - CTM, AE2016-0258 (NORTE-01-0247-FEDER-017688) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, NanoSTIMA, AE2016-0349 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2016	Research Grant, NanoSTIMA, AE2016-0350 (NORTE-01-0145-FEDER-000016) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Research Grant, Financiamento INESC TEC LA, AE2015-0064 (INESC TEC LA - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Research Grant, Financiamento INESC TEC LA, AE2015-0090 (INESC TEC LA - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Research Grant, Financiamento INESC TEC LA, AE2015-0065 (INESC TEC LA - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Research Grant, Financiamento INESC TEC LA, AE2015-0140 (INESC TEC - EEA/50014) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2015 - 2015	Research Grant, Financiamento INESC TEC LA, AE2015-0171 (INESC TEC - EEA/50014) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	Research Grant, Modelos 3D para Avaliação e Previsão do Resultado Estético em Intervenções por Cancro da Mama, AE2014-0057 (3dBCT - UTM) Evaluator	INESC Tecnologia e Ciência, Portugal
2014 - 2014	Research Grant, Projeto Estratégico-LA 14-2013-2014, AE2014-0009 (PEst - UTM), INESC TEC, 2014 Evaluator	INESC Tecnologia e Ciência, Portugal
2014 - 2014	Research Grant, Incentivo Adicional PEst, AE2014-0131 (INCENTIVO_PEst - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	Research Grant, Financiamento INESC TEC LA, AE2014-0214 (INESC TEC LA - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	Post-Doc Grant, Projeto Estratégico-LA 14-2013-2014, AE2014-0084 (PEst - UTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014 - 2014	Research Grant, Incentivo Adicional PEst, AE2014-0130 (INCENTIVO_PEst - CTM) Evaluator	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2013	Research Grant, BCS - Módulos Automáticos de Auxílio ao Rastreio e Diagnóstico do Cancro da Mama Integrados em Sistemas PACS Evaluator	Universidade do Porto Faculdade de Engenharia, Portugal
2013 - 2013	Research Grant, Unidade de Telecomunicações e Multimédia, AE2013-0102 (UTM - UTM) Evaluator	INESC Tecnologia e Ciência, Portugal
2013 - 2013	Research Grant, Patient Information Combined for the Assessment of specific surgical outcomes in breast cancer, AE2013-0127 (PICTURE - UTM) Evaluator	INESC Tecnologia e Ciência, Portugal

Interview (tv / radio show)

	Program	Topic
2018 - 2018	Porto Canal (Program “Consultório”)	A-VA (Assisted Vascular Analysis)
2018 - 2018	Porto Canal (Program “Mentes que Brilham”)	A-VA (Assisted Vascular Analysis)
2017 - 2017	Antena 1 – 90 segundos de ciência	BCCT.plan project
2016 - 2016	RTP 3 television channel	Breast Cancer projects
2016 - 2016	RTP 3 television channel	Breast Cancer projects
2015 - 2015	Porto Canal television channel	MAP Breast summer school
2012 - 2012	Jornal da Noite” at SIC television channel	BioStar group
2012 - 2012	Program “Mentes que Brilham” at Porto Canal television channel	BioStar group

Journal scientific committee

	Journal title (ISSN)	Publisher
2022 - Current	eClinicalMedicine	The Lancet
2022 - Current	Machine learning	Springer
2022 - Current	Pattern Analysis and Applications Journal	Springer
2021 - Current	Pattern Recognition Letters	Elsevier
2021 - Current	Applied Sciences	MDPI
2020 - Current	Cancer Imaging	BMC
2019 - Current	Medical Image Analysis	Elsevier
2018 - Current	International Journal of Imaging	CESER Publications
2018 - Current	Electronic Letters on Computer Vision and Image Analysis	CVC Press
2018 - Current	IEICE Transactions on Information and Systems	The Institute of Electronics, Information and Communication Engineers
2018 - Current	Data Mining and Knowledge Discovery	Springer
2016 - Current	International Journal of Imaging and Robotics	CESER Publications
2015 - Current	Current Medical Imaging Reviews
2015 - Current	Sensors
2014 - Current	Neurocomputing
2014 - Current	The Breast
2013 - Current	Journal of Surveying and Mapping Engineering	World Academic Publishing
2013 - Current	Optical Engineering	SPIE
2013 - Current	Journal of Bioinformatics and Biological Engineering	World Academic Publishing
2013 - Current	Journal of Medical Internet Research	JMIR Publications Inc.
2013 - Current	Revista Iberoamericana de Inteligencia Artificial	Asociacion Espanola de Inteligencia Artificial
2013 - Current	Aloy Journal of Soft Computing and Applications	Aloy Publishers
2013 - Current	JMIR Medical Informatics
2013 - Current	Machine Vision and Applications
2013 - Current	Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2012 - Current	Computer Science and Engineering	Science and Academic Publishing
2011 - Current	Journal of Solid Tumors	Sciedu Press
2011 - Current	EURASIP Journal on Advances in Signal Processing	Hindawi
2008 - Current	Simulation Modelling Practice and Theory	ELSEVIER

Mentoring / Tutoring

	Topic	Student name
2023/02 - Current	Marco André Carvalho Teixeira, BII Researcher, CIRCUMSTANCE project	Marco André Carvalho Teixeira
2023/01 - Current	Ricardo Miguel Silva Ferreira, MSc Researcher, HfPT project	Ricardo Miguel Silva Ferreira
2022/11 - Current	Pedro Gil Lima Freitas, MSc Researcher, Decarbonize project	Pedro Gil Lima Freitas
2022/09 - Current	Miguel Maio Romariz, MSc Researcher, CINDERELLA project	Miguel Maio Romariz
2022/03 - Current	Joana Sousa, MSc Researcher, Decarbonize project	Joana Sousa
2022/09 - 2022/11	João Pedro da Silva Monteiro, MSc Researcher, INESC TEC – CTM	João Pedro da Silva Monteiro
2022/07 - 2022/09	Mafalda Malafaia Oliveira, BSc Researcher, INESC TEC - CTM	Mafalda Malafaia Oliveira
2022/05 - 2022/09	Marco André Carvalho Teixeira, BII Researcher, CIRCUMSTANCE project	Marco André Carvalho Teixeira
2021/10 - 2022/01	Mafalda Malafaia Oliveira, BSc Researcher, LuCaS project	Mafalda Malafaia Oliveira
2021/03 - 2021/12	Francisco Carvalho Moreira da Silva, MSc Researcher, LuCaS project	Francisco Carvalho Moreira da Silva
2020/11 - 2021/06	Mafalda Malafaia Oliveira - BII Researcher, S-MODE project	Mafalda Malafaia Oliveira
2020/10 - 2021/06	Joana Patrícia Morgado - MSc Researcher, LuCaS project	Joana Patrícia Morgado
2018/09 - 2021/06	Pedro Henrique Moreira Queirós Carvalho - MSc Researcher, S-MODE project	Pedro Henrique Moreira Queirós Carvalho
2020/09 - 2021/03	Marta Luísa Barbosa - BII Researcher, MICOS project, Sep 2020	Marta Luísa Barbosa
2019/09 - 2020/08	Diogo Terleira Malafaya Baptista - BII Researcher, MICOS project	Diogo Terleira Malafaya Baptista
2019/05 - 2019/10	Catarina Manuela Fonseca Dias - BSc Researcher, BCCT.Plan project	Catarina Manuela Fonseca Dias
2018/09 - 2019/08	Gil Martins Pinheiro - MSc Researcher, LuCaS project	Gil Martins Pinheiro
2019/01 - 2019/06	Ana Rosa Moreira da Silva - BIC Researcher, S-MODE project	Ana Rosa Moreira da Silva
2018/01 - 2019/06	João Pedro da Silva Monteiro - MSc Researcher, BCCT.Plan project	João Pedro da Silva Monteiro
2018/10 - 2019/03	Marina Neves Miranda Castro - BIC Researcher, HEMOSwimmers project	Marina Neves Miranda Castro
2018/01 - 2018/09	João Pedro Fonseca Teixeira - MSc Researcher, BCCT.Plan project	João Pedro Fonseca Teixeira
2016/11 - 2018/08	Sara Isabel Pires de Oliveira - MSc Researcher, BCCT.plan project	Sara Isabel Pires de Oliveira
2016/02 - 2017/12	João Pedro da Silva Monteiro - MSc Researcher, NanoSTIMA project	João Pedro da Silva Monteiro
2015/09 - 2017/12	João Pedro Fonseca Teixeira - MSc Researcher, NanoSTIMA project	João Pedro Fonseca Teixeira
2016/11 - 2016/12	Sílvia da Conceição Neto Bessa - MSc Researcher, BCCT.plan project	Sílvia da Conceição Neto Bessa
2016/08 - 2016/12	Ricardo Jorge Terroso de Araújo - MSc Researcher	Ricardo Jorge Terroso de Araújo
2014/09 - 2016/01	João Pedro da Silva Monteiro - MSc Researcher, PICTURE project	João Pedro da Silva Monteiro

Distinctions

Award

2023	Best MSc thesis award by Centre for Telecommunications and Multimedia at INESC TEC as supervisor INESC Tecnologia e Ciência, Portugal
2022	Limelight of the INESC TEC institute, April, 2022 Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022	IEEE Portugal Outstanding MSc Thesis Award 2022, as co-supervisor Instituto de Engenheiros Eletricistas e Eletrônicos, Portugal
2021	Phase 1 Finalist of OpenCV AI Competition Microsoft Azure and Intel, United States
2019	Best oral communication at IJUP 2019 Universidade do Porto, Portugal
2018	Best MSc thesis award by APRP as supervisor Associação Portuguesa de Reconhecimento de Padrões, Portugal
2017	2nd place at Business Ignition Programme Universidade do Porto, Portugal Universidade do Porto Centro Interdisciplinar de Investigação Marinha e Ambiental, Portugal INESC Tecnologia e Ciência, Portugal
2014	Limelight of the INESC TEC institute, February, 2014 Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014	CTM Researcher-Entrepreneur Competition Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2012	Travel Grant Awarded para participação na 19th IEEE International Conference on Image Processing (ICIP), Orlando, Florida, USA IEEE Signal Processing Society, Portugal
2007	3rd Place in Robótica 2007 – Robotic Football (Middle Size League) Robótica 2007, Portugal
2007	1st Place in GermanOpen 2007 – European RoboCup Soccer Games, Robotic Football (Small Size League) German Open 2007, Germany
2006	2º Lugar no Robocup 2006 - World RoboCup Soccer Games, Robotic Football (Small Size League) Comissão de organização do Robocup 2006, Portugal
2006	1st Place in Robótica 2006 – Robotic Football (Small Size League) Robótica 2006, Portugal
2006	2nd Place in Robótica 2006 – Robotic Football (Middle Size League) Robótica 2006, Portugal
2006	1st Place in RoboLudens 2006 – European RoboCup Soccer Games, Robotic Football (Small Size League) Roboludens 2006, Netherlands

Other distinction

2008	PhD Scholarship Funded by the FCT - Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) Fundação para a Ciência e a Tecnologia, Portugal

	Activity description Type of event	Event name Institution / Organization
2023/03/24 - 2023/03/24	2nd Spring APRP Event Symposium	2nd Spring APRP Event
2022/10/28 - 2022/10/28	RECPAD 2022 - 28th Portuguese Conference on Pattern Recognition Conference	RECPAD 2022 - 28th Portuguese Conference on Pattern Recognition
2022/07/11 - 2022/07/15	EMBC 2022 - 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference	EMBC 2022 - 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2022/03/25 - 2022/03/25	1st Spring APRP Event Symposium	1st Spring APRP Event
2021/11/05 - 2021/11/05	RECPAD 2021 - 27th Portuguese Conference on Pattern Recognition Conference	RECPAD 2021 - 27th Portuguese Conference on Pattern Recognition
2021/09/27 - 2021/10/01	CAIP 2021 - 19th International Conference on Computer Analysis of Images and Patterns Conference	CAIP 2021 - 19th International Conference on Computer Analysis of Images and Patterns
2021/09/06 - 2021/09/10	ALT 2021 - 28th International Conference on Advanced Laser Technologies Conference	ALT 2021 - 28th International Conference on Advanced Laser Technologies
2021/07/24 - 2021/07/29	HCII 2021 - 23rd International Conference on Human-Computer Interaction Conference	HCII 2021 - 23rd International Conference on Human-Computer Interaction
2020 - 2020	ICIAR 2020 - 17th International Conference on Image Analysis and Recognition Conference	17th International Conference on Image Analysis and Recognition
2020 - 2020	RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition Conference	26th Portuguese Conference on Pattern Recognition
2019 - 2019	SBE-IST 2019 – V Semana da Bioengenharia – Instituto Superior Técnico Meeting	SBE-IST 2019 – V Semana da Bioengenharia – Instituto Superior Técnico
2019 - 2019	ISBI 2019 – 16th IEEE International Symposium on Biomedical Imaging Conference	ISBI 2019 – 16th IEEE International Symposium on Biomedical Imaging
2019 - 2019	visum 2019 – 7th Vision Understanding and Machine Intelligence School Meeting	visum 2019 – 7th Vision Understanding and Machine Intelligence School
2019 - 2019	ICIAP 2019 – 20th International Conference on Image Analysis and Processing Conference	ICIAP 2019 – 20th International Conference on Image Analysis and Processing
2019 - 2019	MEET 2019 – Joint Workshop on Marine Exploration & Energy Technologies Workshop	MEET 2019 – Joint Workshop on Marine Exploration & Energy Technologies
2019 - 2019	BEST 2019 – Joint Workshop on International Cooperation in R&D - Blue Economy, Science and Technology Goa Workshop	BEST 2019 – Joint Workshop on International Cooperation in R&D - Blue Economy, Science and Technology Goa
2019 - 2019	RECPAD 2019 – 25th Portuguese Conference on Pattern Recognition Conference	RECPAD 2019 – 25th Portuguese Conference on Pattern Recognition
2019 - 2019	Ciência 2019 – National Science summit’19 Meeting	Ciência 2019 – National Science summit’19
2018 - 2018	The 1st Gago Conferences on European Science Policy Meeting	The 1st Gago Conferences on European Science Policy
2018 - 2018	ICIAR 2018 – 15th International Conference on Image Analysis and Recognition Conference	ICIAR 2018 – 15th International Conference on Image Analysis and Recognition
2018 - 2018	visum 2018 – 6th Vision Understanding and Machine Intelligence School Meeting	visum 2018 – 6th Vision Understanding and Machine Intelligence School
2018 - 2018	CHealth 2018 – C-Health Congress Meeting	CHealth 2018 – C-Health Congress
2018 - 2018	RECPAD 2018 – 24th Portuguese Conference on Pattern Recognition Conference	RECPAD 2018 – 24th Portuguese Conference on Pattern Recognition
2017 - 2017	ISBI 2017 – 14th IEEE International Symposium on Biomedical Imaging Conference	ISBI 2017 – 14th IEEE International Symposium on Biomedical Imaging
2017 - 2017	IbPRIA 2017 – 8th Iberian Conference on Pattern Recognition and Image Analysis Conference	IbPRIA 2017 – 8th Iberian Conference on Pattern Recognition and Image Analysis
2017 - 2017	visum 2017 – 5th Vision Understanding and Machine Intelligence School Meeting	visum 2017 – 5th Vision Understanding and Machine Intelligence School
2017 - 2017	RECPAD 2017 – 23rd Portuguese Conference on Pattern Recognition Conference	RECPAD 2017 – 23rd Portuguese Conference on Pattern Recognition
2016 - 2016	RECPAD 2016 – 22nd Portuguese Conference on Pattern Recognition Conference	RECPAD 2016 – 22nd Portuguese Conference on Pattern Recognition
2016 - 2016	ICIAR 2016 – 13th International Conference on Image Analysis and Recognition Conference	ICIAR 2016 – 13th International Conference on Image Analysis and Recognition
2016 - 2016	visum 2016 – 4th Vision Understanding and Machine Intelligence School Meeting	visum 2016 – 4th Vision Understanding and Machine Intelligence School
2016 - 2016	Human Motion Analysis for Healthcare Applications Conference	Human Motion Analysis for Healthcare Applications
2015 - 2015	IbPRIA 2015 – 7th Iberian Conference on Pattern Recognition and Image Analysis Conference	IbPRIA 2015 – 7th Iberian Conference on Pattern Recognition and Image Analysis
2015 - 2015	International Workshop on 3D Surface Imaging of the Breast Workshop	International Workshop on 3D Surface Imaging of the Breast Universidade de Ulster, United Kingdom
2015 - 2015	RECPAD 2015 – 21st Portuguese Conference on Pattern Recognition Conference	RECPAD 2015 – 21st Portuguese Conference on Pattern Recognition
2015 - 2015	MAP Breast 2015 - Multidisciplinary Advances in Personalised Breast Cancer Surgery Meeting	MAP Breast 2015 - Multidisciplinary Advances in Personalised Breast Cancer Surgery
2014 - 2014	visum 2014 – 2nd Vision Understanding and Machine Intelligence School Meeting	visum 2014 – 2nd Vision Understanding and Machine Intelligence School
2014 - 2014	BIBM 2014 - 8th IEEE International Conference on Bioinformatics and Biomedicine Conference	BIBM 2014 - 8th IEEE International Conference on Bioinformatics and Biomedicine
2013 - 2013	StudECE 2013 – 2nd PhD Students Conference in Electrical and Computer Engineering Conference	StudECE 2013 – 2nd PhD Students Conference in Electrical and Computer Engineering
2013 - 2013	visum 2013 – 1st Vision Understanding and Machine Intelligence School Meeting	visum 2013 – 1st Vision Understanding and Machine Intelligence School
2013 - 2013	ICIAR 2013 – 10th International Conference on Image Analysis and Recognition Conference	ICIAR 2013 – 10th International Conference on Image Analysis and Recognition
2013 - 2013	Breast Cancer Workshop, University of Porto Workshop	Breast Cancer Workshop, University of Porto
2013 - 2013	IbPRIA 2013 – 6th Iberian Conference on Pattern Recognition and Image Analysis Conference	IbPRIA 2013 – 6th Iberian Conference on Pattern Recognition and Image Analysis
2013 - 2013	IABC 2013 – 1st AEICBAS Biomedical Congress, Porto, Portugal, 5 – 7 April, 2013 Congress	IABC 2013 – 1st AEICBAS Biomedical Congress, Porto, Portugal, 5 – 7 April, 2013
2013 - 2013	IJUP 2013 – 6th Meeting of Young Researches of University of Porto Conference	IJUP 2013 – 6th Meeting of Young Researches of University of Porto
2013 - 2013	RECPAD 2013 – 19th Portuguese Conference on Pattern Recognition Congress	RECPAD 2013 – 19th Portuguese Conference on Pattern Recognition
2012 - 2012	RECPAD 2012 – 18th Portuguese Conference on Pattern Recognition Conference	RECPAD 2012 – 18th Portuguese Conference on Pattern Recognition
2012 - 2012	ICIP 2012 – 19th International Conference on Image Processing Conference	ICIP 2012 – 19th International Conference on Image Processing
2012 - 2012	StudECE 2012 – 1st PhD Student Conference in Electrical and Computer Engineering Conference	StudECE 2012 – 1st PhD Student Conference in Electrical and Computer Engineering
2012 - 2012	ICIAR 2012 – 9th International Conference on Image Analysis and Recognition Conference	ICIAR 2012 – 9th International Conference on Image Analysis and Recognition
2012 - 2012	Mostra UP 2012 – 10th Science, Teaching and Innovation Display at the University of Porto Meeting	Mostra UP 2012 – 10th Science, Teaching and Innovation Display at the University of Porto
2012 - 2012	IJUP 2012 – 5th Meeting of Young Researches of University of Porto Conference	IJUP 2012 – 5th Meeting of Young Researches of University of Porto
2011 - 2011	RECPAD 2011 – 17th Portuguese Conference on Pattern Recognition Conference	RECPAD 2011 – 17th Portuguese Conference on Pattern Recognition
2011 - 2011	3D Body Scanning Technologies 2011 – 2nd International Conference on 3D Body Scanning Technologies Conference	3D Body Scanning Technologies 2011 – 2nd International Conference on 3D Body Scanning Technologies
2011 - 2011	LxMLS 2011 – 1st Lisbon Machine Learning School Meeting	LxMLS 2011 – 1st Lisbon Machine Learning School
2011 - 2011	TSIO 2011 – “Turning Subjective Into Objective”: Cosmetic Assessment of Breast Cancer Local Treatment Seminar	TSIO 2011 – “Turning Subjective Into Objective”: Cosmetic Assessment of Breast Cancer Local Treatment
2011 - 2011	IJUP 2011 – 4th Meeting of Young Researches of University of Porto Conference	IJUP 2011 – 4th Meeting of Young Researches of University of Porto
2010 - 2010	2nd Bioengineering Conference at Faculdade de Engenharia da Universidade do Porto Conference	2nd Bioengineering Conference at Faculdade de Engenharia da Universidade do Porto
2010 - 2010	RECPAD 2010 – 16th Portuguese Conference on Pattern Recognition Conference	RECPAD 2010 – 16th Portuguese Conference on Pattern Recognition
2010 - 2010	EMBC 2010 – 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference	EMBC 2010 – 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2010 - 2010	ICIAR 2010 – 7th International Conference on Image Analysis and Recognition Conference	ICIAR 2010 – 7th International Conference on Image Analysis and Recognition
2009 - 2009	IbPRIA 2009 – 4th Iberian Conference on Pattern Recognition and Image Analysis Conference	IbPRIA 2009 – 4th Iberian Conference on Pattern Recognition and Image Analysis
2009 - 2009	VISAPP 2009 – 4th International Conference on Computer Vision Theory and Applications Conference	VISAPP 2009 – 4th International Conference on Computer Vision Theory and Applications
2008 - 2008	ICINCO 2008 – 5th International Conference on Informatics in Control, Automation and Robotics Conference	ICINCO 2008 – 5th International Conference on Informatics in Control, Automation and Robotics
2008 - 2008	ICARSC 2008 – 8th Conference on Autonomous Robot Systems and Competitions Conference	ICARSC 2008 – 8th Conference on Autonomous Robot Systems and Competitions
2007 - 2007	Robótica 2007 – 7th Portuguese Robotics Open Symposium	Robótica 2007 – 7th Portuguese Robotics Open
2007 - 2007	Robocup German Open 2007 – European RoboCup Soccer Games Symposium	Robocup German Open 2007 – European RoboCup Soccer Games
2006 - 2006	Robocup 2006 – World RoboCup Soccer Games Symposium	Robocup 2006 – World RoboCup Soccer Games
2006 - 2006	Robótica 2006 – 6th Portuguese Robotics Open Symposium	Robótica 2006 – 6th Portuguese Robotics Open
2006 - 2006	Robocup Dutch Open 2006 – European RoboCup Soccer Games Symposium	Robocup Dutch Open 2006 – European RoboCup Soccer Games
2006 - 2006	Instituto de Sistemas e Robótica – Porto Seminars 2006 Symposium	Instituto de Sistemas e Robótica – Porto Seminars 2006
2005 - 2005	Robô Bombeiro 2005 – Portuguese Fire-fighter Robotics Open Symposium	Robô Bombeiro 2005 – Portuguese Fire-fighter Robotics Open
2005 - 2005	Robótica 2005 – 5th Portuguese Robotics Open Symposium	Robótica 2005 – 5th Portuguese Robotics Open
2005 - 2005	Cria o teu próprio emprego…, NET – Novas Empresas e Tecnologias, S.A. Symposium	Cria o teu próprio emprego…, NET – Novas Empresas e Tecnologias, S.A.
2004 - 2004	Micro-Rato 2004 – Portuguese Micromouse Robotics Open Symposium	Micro-Rato 2004 – Portuguese Micromouse Robotics Open
2004 - 2004	Robótica 2004 – 4th Portuguese Robotics Open Symposium	Robótica 2004 – 4th Portuguese Robotics Open
2004 - 2004	Robocup German Open 2004 – European RoboCup Soccer Games Symposium	Robocup German Open 2004 – European RoboCup Soccer Games