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Tiago Filipe Sousa Gonçalves. Completed the Mestrado in Bioengenharia in 2019/07/17 by Universidade do Porto Faculdade de Engenharia and Licenciatura in Bioengenharia in 2016/07/22 by Universidade Católica Portuguesa Escola Superior de Biotecnologia. Attends the Doutoramento in Programa Doutoral em Engenharia Eletrotécnica e de Computadores by Universidade do Porto Faculdade de Engenharia since 2020/09/01. Is Research Assistant in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Researcher in Athinoula A. Martinos Center for Biomedical Imaging, Researcher in Massachusetts General Hospital and Invited Assistant in Universidade do Porto Faculdade de Ciências. Published 12 articles in journals. Has 5 section(s) of books. Organized 7 event(s). Participated in 19 event(s). Co-supervised 13 MSc dissertation(s). Has received 8 awards and/or honors. Participates and/or participated as PhD Student Fellow in 1 project(s), Research Fellow in 1 project(s) and Researcher in 2 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: machine learning; deep learning; computer vision; keypoint detection; biometrics; interpretable machine learning; breast cancer; aesthetic classification of breast cancer outcomes; Clinical XAI; Interpretable AI; Evaluating XAI; Explainable AI; Medical image analysis; Biometrics; Ethics; Biological system modeling; Heuristic algorithms; Decision making; Transformers; Robustness; Convolutional neural networks; Context modeling; Computer Vision; Deep Learning; Explainable Artificial Intelligence; Pornography Detection; Privacy Preservation; Fungi; Deep learning; Accuracy; Costs; Cornea; Statistical analysis; Visual impairment; Receivers; Predictive models; Bacteria; deep neural networks; keratitis; multitask learning; Training; Measurement; Analytical models; Skin; Quality assessment; Lesions; X-ray imaging; b-cos networks; explainable artificial intelligence; interpretability; medical image analysis; Explainability; Face recognition; Knowledge distillation; Morphing attack detection; Synthetic data; Europe; Signal processing; Decoding; Reliability; auto-encoder; explainability; face recognition; knowledge; distillation; morphing attack detection; synthetic data; Face; Presentation Attack Detection; Morphing; Identity Disentanglement; ResNet-18; Industries; Technological innovation; Privacy; Data privacy; Biometrics (access control); Law; .
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Identification

Personal identification

Full name
Tiago Filipe Sousa Gonçalves

Citation names

  • Gonçalves, Tiago

Author identifiers

Ciência ID
E817-3768-9D6D
ORCID iD
0000-0003-4744-9174
Google Scholar ID
LCwT1z0AAAAJ&hl
Researcher Id
AAD-9627-2020
Scopus Author Id
57212088640

Email addresses

  • tiago.f.goncalves@inesctec.pt (Professional)
  • tiago.gonalves@gmail.com (Personal)

Telephones

Mobile phone
  • 914531059 (Personal)

Addresses

  • Rua das Candeias 67 1º Centro Direito, 4415-470, Grijó, Vila Nova de Gaia, Portugal (Personal)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Elementary (A2) Elementary (A2) Elementary (A2) Elementary (A2) Elementary (A2)
Education
Degree Classification
2020/09/01 - 2025
Ongoing
 Programa Doutoral em Engenharia Eletrotécnica e de Computadores (Doutoramento)
Major in Engenharia Eletrotécnica e de Computadores
Universidade do Porto Faculdade de Engenharia, Portugal
"Interpretable Machine Learning and its Application to Medical Decision Support Systems" (THESIS/DISSERTATION)
2016/09/01 - 2019/07/17
Concluded
 Bioengenharia (Mestrado)
Major in Área de especialização: Engenharia Biomédica
Universidade do Porto Faculdade de Engenharia, Portugal
"Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes" (THESIS/DISSERTATION)
2018/03/09 - 2018/03/10
Concluded
 Curso de Olfação - Nível I (Outros)
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2017/10/01 - 2017/12/31
Concluded
 Social Responsibility Auditing (Outros)
The University of Edinburgh College of Arts Humanities and Social Science, United Kingdom
2017/03/20 - 2017/03/24
Concluded
 Formação em Auditoria de Responsabilidade Social das Universidades (Outros)
Universidade do Porto Faculdade de Psicologia e de Ciências da Educação, Portugal
2013/09/01 - 2016/07/22
Concluded
 Bioengenharia (Licenciatura)
Major in Engenharia Biomédica
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2016/02/12 - 2016/06/17
Concluded
 Improving membranes for dialysis - An introduction into membrane fabrication and characterization (Outros)
University of Twente Faculty of Science and Technology, Netherlands
2016/04/01 - 2016/04/27
Concluded
 FA003: Biomaterales, del concepto a la clínica (Outros)
Universidade de Vigo, Spain
2010/09/01 - 2013/07/31
Concluded
 Biotecnologia (VC) (Ensino secundário)
Colégio Internato dos Carvalhos, Portugal
2007/09/01 - 2010/06/30
Concluded
 Ensino Básico - 3.º Ciclo (Ensino básico 3º ciclo)
Escola Secundária dos Carvalhos, Portugal
2010/05 - 2010/05
Concluded
 Diplôme d'Études en Langue Française DELF A2 (Outros)
Commission Nationale CIEP DELF DALF Ministère de L'Éducation Nationale et de la Jeunesse, France
2005/09/01 - 2007/06/30
Concluded
 Ensino Básico - 2.º Ciclo (Ensino básico 2º ciclo)
Escola EB 2,3 Padre António Luís Moreira, Portugal
2001/09/01 - 2005/06/30
Concluded
 Ensino Básico - 1.º Ciclo (Ensino básico 1º ciclo)
Escola Básica do Loureiro, Portugal
Affiliation

Science

Category
Host institution 		Employer
2024/04/01 - Current Researcher (Research) Massachusetts General Hospital, United States
Massachusetts General Hospital, United States
2024/03/01 - Current Researcher (Research) Athinoula A. Martinos Center for Biomedical Imaging, United States
Athinoula A. Martinos Center for Biomedical Imaging, United States
2020/01/01 - Current Research Assistant (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2024/04/01 - 2024/07/31 Visiting Researcher (Research) Antoni van Leeuwenhoek, Netherlands
Antoni van Leeuwenhoek, Netherlands
2024/04/01 - 2024/07/31 Visiting Researcher (Research) Universiteit Utrecht Departement Informatica, Netherlands
Universiteit Utrecht Departement Informatica, Netherlands
2019/09/01 - 2019/12/31 Research Assistant (Research) Universidade do Porto Faculdade de Engenharia, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2018/03/19 - 2018/09/19 Research Trainee (Research) Associação Fraunhofer Portugal Research, Portugal
Associação Fraunhofer Portugal Research, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2024/09/01 - Current Invited Assistant (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal
2022/09/01 - 2023/02/28 Invited Assistant (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/01 - 2022/02/28 Invited Assistant (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal

Others

Category
Host institution 		Employer
2023/09/01 - 2024/02/29 Visiting Researcher / PhD Student Athinoula A. Martinos Center for Biomedical Imaging, United States
Athinoula A. Martinos Center for Biomedical Imaging, United States
2023/09/01 - 2024/02/29 Visiting Researcher / PhD Student Massachusetts General Hospital, United States
Massachusetts General Hospital, United States
Projects

Grant

Designation Funders
2022/06/01 - Current Clinical Validation of an AI-based approach to improve the shared decision-making process and outcomes in Breast Cancer Patients proposed for Locoregional treatment
DOI
Researcher
Fundação Champalimaud, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Horizon 2020
Ongoing
2020/10/01 - 2024/09/30 Interpretable Machine Learning and its Application to Medical Decision Support Systems
2020.06434.BD
10.54499/2020.06434.BD
PhD Student Fellow
Harvard Medical School, United States

Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2018/03 - 2018/09 MDevNet: Rede Nacional de Transferência de Conhecimento de Dispositivos Médicos
26792
26792
Researcher
Associação Fraunhofer Portugal Research, Portugal
 European Regional Development Fund

Contract

Designation Funders
2020/01/01 - Current CLARE: Computer-Aided Cervical Cancer Screening
POCI-01-0145-FEDER-028857
Research Fellow
Associação Fraunhofer Portugal Research, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
Outputs

Publications

Book chapter
  1. Tiago Gonçalves; Anna Hedström; Aurélie Pahud de Mortanges; Xiaoxiao Li; Henning Müller; Jaime S. Cardoso; Mauricio Reyes; Marco Lorenzi; Maria A. Zuluaga. "Chapter 15 - Interpretable AI for medical image analysis: methods, evaluation, and clinical considerations". edited by Marco Lorenzi; Maria A. Zuluaga, 315-346. {Academic Press, 2025.
    https://doi.org/10.1016/B978-0-44-323761-4.00027-4
  2. Mohammad Hossein Zolfagharnasab; Nuno Freitas; Tiago Gonçalves; Eduard Bonci; Carlos Mavioso; Maria J. Cardoso; Hélder P. Oliveira; Jaime S. Cardoso. "Predicting Aesthetic Outcomes in Breast Cancer Surgery: A Multimodal Retrieval Approach". 2025.
    10.1007/978-3-031-77789-9_14
  3. Pedro Serrano e Silva; Ricardo Cruz; A. S. M. Shihavuddin; Tiago Gonçalves. "Interpretability-Guided Human Feedback During Neural Network Training". 2023.
    10.1007/978-3-031-36616-1_22
  4. Paulo Maia; Joana Morgado; Tiago Gonçalves; Tomé Albuquerque. "Applying Machine Learning for Traffic Forecasting in Porto, Portugal". 299-308. Springer International Publishing, 2021.
    10.1007/978-3-030-93733-1_21
  5. Gonçalves, Tiago. "Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes". 2020.
    10.1007/978-3-030-31635-8_236
Conference paper
  1. Vieira, Margarida; Gonçalves, Tiago; Silva, Wilson; Sequeira, Ana F.. "An End-to-End Framework to Classify and Generate Privacy-Preserving Explanations in Pornography Detection". 2024.
    10.1109/BIOSIG61931.2024.10786730
  2. Beirão, Maria Miguel; Matos, João; Gonçalves, Tiago; Kase, Camila; Nakayama, Luis Filipe; de Freitas, Denise; Cardoso, Jaime S.. "Classification of Keratitis from Eye Corneal Photographs using Deep Learning". 2024.
    10.1109/BIBM62325.2024.10821883
  3. Rio-Torto, Isabel; Gonçalves, Tiago; Cardoso, Jaime S.; Teixeira, Luís F.. "On the Suitability of B-cos Networks for the Medical Domain". 2024.
    10.1109/ISBI56570.2024.10635506
  4. Silva, DTE; Cruz, R; Goncalves, T; Carneiro, D. "Two-Stage Semantic Segmentation in Neural Networks". 2023.
    10.1117/12.2679881
  5. Caldeira, Eduarda; Neto, Pedro C.; Gonçalves, Tiago; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.. "Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection". 2023.
    10.23919/EUSIPCO58844.2023.10289844
  6. Neto, Pedro C.; Gonçalves, Tiago; Huber, Marco; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.. "OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement". 2022.
    10.1109/BIOSIG55365.2022.9897057
  7. Huber, Marco; Boutros, Fadi; Luu, Anh Thi; Raja, Kiran; Ramachandra, Raghavendra; Damer, Naser; Neto, Pedro C.; et al. "SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data". 2022.
    10.1109/IJCB54206.2022.10007950
  8. Ana Filipa Sequeira; Wilson José Santos Silva; João Ribeiro Pinto; Gonçalves, Tiago; Jaime dos Santos Cardoso. "Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?". Paper presented in 8th International Workshop on Biometrics and Forensics (IWBF 2020), Porto, 2020.
    Accepted • 10.1109/iwbf49977.2020.9107949
  9. Pinto, JR; Gonçalves, T; Pinto, C; Sanhudo, L; Fonseca, J; Gonçalves, F; Carvalho, P; Cardoso, JS. "Audiovisual Classification of Group Emotion Valence Using Activity Recognition Networks". 2020.
    10.1109/ipas50080.2020.9334943
Journal article
  1. Bonci, Eduard-Alexandru; Kaidar-Person, Orit; Antunes, Marília; Ciani, Oriana; Cruz, Helena; Micco, Rosa Di; Gentilini, Oreste Davide; et al. "Abstract PO3-19-11: CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions". Cancer Research 84 9\_Supplem (2024): PO3-19-11-PO3-19-11-PO3-19-11-PO3-19-11. https://doi.org/10.1158/1538-7445.SABCS23-PO3-19-11.
    10.1158/1538-7445.SABCS23-PO3-19-11
  2. Bonci, Eduard-Alexandru; Kaidar-Person, Orit; Antunes, Marilia; Ciani, Oriana; Cruz, Helena; Di Micco, Rosa; Gentilini, Oreste Davide; et al. "CINDERELLA clinical trial: Using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions". Journal of Clinical Oncology 42 16\_suppl (2024): TPS621-TPS621. https://ascopubs.org/doi/abs/10.1200/JCO.2024.42.16_suppl.TPS621.
    10.1200/JCO.2024.42.16\_suppl.TPS621
  3. Eduarda Caldeira; Pedro C. Neto; Tiago Gonçalves; Naser Damer; Ana F. Sequeira; Jaime S. Cardoso. "Disentangling Morphed Identities for Face Morphing Detection". Science Talks 10 (2024): 100331-100331. https://www.sciencedirect.com/science/article/pii/S2772569324000392.
    https://doi.org/10.1016/j.sctalk.2024.100331
  4. Orit Kaidar-Person; Murat Akand; Marilia Antunes; Jaime S. Cardoso; Oriana Ciani; Helena Cruz; Rosa Di Micco; 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 (2023): https://doi.org/10.1371/journal.pone.0289365.
    10.1371/journal.pone.0289365
  5. Ricardo Cruz; Diana Teixeira e Silva; Tiago Gonçalves; Diogo Carneiro; Jaime S. Cardoso. "Two-Stage Framework for Faster Semantic Segmentation". Sensors (2023): https://doi.org/10.3390/s23063092.
    10.3390/s23063092
  6. Castro, E; Ferreira, PM; Rebelo, A; Rio-Torto, I; Capozzi, L; Ferreira, MF; Goncalves, T; et al. "Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition". MACHINE VISION AND APPLICATIONS (2023):
    10.1007/s00138-022-01359-x
  7. Tiago Goncalves; Isabel Rio-Torto; Luis F. Teixeira; Jaime S. Cardoso. "A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3206449.
    10.1109/ACCESS.2022.3206449
  8. Ana F. Sequeira; Tiago Gonçalves; Wilson Silva; João Ribeiro Pinto; Jaime S. Cardoso. "An exploratory study of interpretability for face presentation attack detection". IET Biometrics (2021): https://doi.org/10.1049/bme2.12045.
    10.1049/bme2.12045
  9. Gonçalves, Tiago. "Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides". Applied Sciences (2020): http://dx.doi.org/10.3390/app10144728.
    10.3390/app10144728
  10. Gonçalves, Tiago; Wilson José Santos Silva; Maria João Cardoso; Jaime dos Santos Cardoso. "A Novel Approach to Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes". Health and Technology (2020):
    Accepted • 10.1007/s12553-020-00423-8
  11. Gonçalves, T; Silva, W; Cardoso, MJ; Cardoso, JS. "Deep Image Segmentation for Breast Keypoint Detection". Proceedings (2020):
    10.3390/proceedings2020054035
  12. Gonçalves, Tiago. "On the Use of Natural User Interfaces in Physical Rehabilitation: A Web-based Application for Patients with Hip Prosthesis". Journal of Science and Technology of the Arts (2018): http://dx.doi.org/10.7559/citarj.v10i2.402.
    10.7559/citarj.v10i2.402
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2018/02/09 Development of a web platform for telerehabilition after hip replacement surgery IJUP'18 - 11º Encontro de Jovens Investigadores da Universidade do Porto
Universidade do Porto Faculdade de Medicina (Porto, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/09/01 - 2025/07/31 Disentanglement and Assessment of Shortcuts on Ophthalmological Retinal Imaging Exams
Co-supervisor of Leonor Justo dos Santos Fernandes
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 Classifying and Explaining Pornography Detection: An End-to-End Framework
Co-supervisor of Margarida Jorge Cerqueira Vieira
 Mestrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 A Data-Driven Framework for the Assessment and Mitigation of Clinical Measurement Disparities
Co-supervisor of Inês Alves Martins
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 Classification of Keratitis from Eye Corneal Photographs using Deep Learning: A Comparative Study on Amoeba, Bacteria, and Fungi
Co-supervisor of Maria Miguel Santos Beirão
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 A Deep Segmentation Approach for the Retrieval of Breast Cancer Treatment Outcomes
Co-supervisor of Carlos Miguel de Sá Veloso
 Mestrado em Engenharia e Ciência de Dados (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 Enhancing Lung CT 3D Image Synthesis with Generative Adversarial Networks
Co-supervisor of João Afonso Martins Domingues Andrade
 Mestrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 Deep Learning Generative Models for Breast MRI Synthesis: A 3D-GAN Comparative Study
Co-supervisor of Diogo de Almeida Campas
 Mestrado em Engenharia Eletrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 An integrated and user-friendly platform for the deployment of explainable Artificial Intelligence methods applied to Face Recognition
Co-supervisor of Carolina Mendes Catarino Cerveira Albuquerque
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/09/01 - 2024/07/31 Bias detection and mitigation for Biometrics Explainable Artificial Intelligence methods applied to Face Recognition
Co-supervisor of Mafalda Luisa Sampaio Oliveira
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/01/09 - 2024/07/31 Deep Learning for Image Super-Resolution: Enhancing Generated CT Scans
Co-supervisor of Pedro Manuel Santos Pereira
 Mestrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/01 - 2022/07/31 Website Development for the VCMI Research Group
Co-supervisor of José Pedro Moreira de Almeida Baptista
 Mestrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/01 - 2022/07/31 Human Feedback during Neural Networks Training
Co-supervisor of Pedro João Cruz Serrano e Silva
 Mestrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019/09/16 - 2020/07/31 WebBCCT.core – A Web Application for the Assessment of Breast Cancer Conservative Treatment Cosmetic Results
Co-supervisor of João Gonçalves Rodrigues
 Engenharia de Redes e Sistemas Informáticos (Master)
Universidade do Porto Faculdade de Ciências, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2019/01/01 - 2019/10/19 Biomedical Engineering Summit: The first national conference organized by biomedical engineering students to the academic and entrepreneurial communities. The first edition happened in Lisbon in October 2019. (2019/10/11 - 2019/10/12)
Conference (Member of the Organising Committee)
 Associação Nacional de Estudantes de Engenharia Biomédica (ANEEB), Portugal
2017/09/01 - 2018/04/15 9th Symposium on Bioengineering: Organised by the NEB-FEUP/ICBAS - Bioengineering Students Association, its main purpose is to present to the academic community the most recent and innovative projects with biomedical and biological applications on issues of our modern society. (2018/04/14 - 2018/04/15)
Symposium (Co-organisor)
 Núcleo de Estudantes de Bioengenharia - FEUP/ICBAS (NEB FEUP/ICBAS), Portugal
2016/11/01 - 2017/04/09 8th Symposium on Bioengineering: Organised by the NEB-FEUP/ICBAS - Bioengineering Students Association, its main purpose is to present to the academic community the most recent and innovative projects with biomedical and biological applications on issues of our modern society. (2017/04/08 - 2017/04/09)
Symposium (Co-organisor)
 Núcleo de Estudantes de Bioengenharia - FEUP/ICBAS (NEB FEUP/ICBAS), Portugal
2014/09 - 2015/03 Jornadas de Biotecnologia 2015: Jornadas de Biotecnologia are a student initiative, made by students and for students, with the collaboration of all Biotechnology Students - as participants or organizers. It is intended to be a space for sharing, discussion and learning between students and renowned professionals from the various areas of study/knowledge, allowing to complement the academic training of Biotechnology students. (2015/03/25 - 2015/03/26)
Conference (Member of the Organising Committee)
 Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2014/03 - 2014/03 Jornadas de Biotecnologia 2014: Jornadas de Biotecnologia are a student initiative, made by students and for students, with the collaboration of all Biotechnology Students - as participants or organizers. It is intended to be a space for sharing, discussion and learning between students and renowned professionals from the various areas of study/knowledge, allowing to complement the academic training of Biotechnology students. (2014/03/19 - 2014/03/20)
Conference (Co-organisor)
 Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2012/09 - 2013/04 CICMUN 2013: Colégio Internato dos Carvalhos Model United Nations, organised by Colégio Internato dos Carvalhos. I participated as a co-organiser, Deputy Secretary General and delegate. (2013/04 - 2013/04)
Other (Member of the Organising Committee)
 Colégio Internato dos Carvalhos, Portugal
2012/01 - 2012/04 CICMUN 2012: Colégio Internato dos Carvalhos Model United Nations, organised by Colégio Internato dos Carvalhos. I participated as a co-organiser, co-chair and delegate. (2012/04 - 2012/04)
Other (Co-organisor)
 Colégio Internato dos Carvalhos, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2020/01/24 - 2020/01/24 (Re)utilização de dados em investigação e inovação em saúde: One of the objectives of this event was the elaboration of a collaborative document that identifies the SWOT analysis (the strengths, weaknesses, opportunities and risks) of the reuse of data for research and innovation in health concerning access and security, data quality and integrations and economic sustainability.
Meeting
 (Re)utilização de dados em investigação e inovação em saúde
Universidade do Porto Faculdade de Medicina, Portugal
2019/10/31 - 2019/10/31 RECPAD 2019: Portuguese Conference on Pattern Recognition, held at Faculdade de Ciências da Universidade do Porto (FCUP), Porto, Portugal, on October 31st, 2019.
Conference
 RECPAD - Portuguese Conference on Pattern Recognition 2019
Associação Portuguesa de Reconhecimento de Padrões (APRP), Portugal

Universidade do Porto Faculdade de Ciências, Portugal
2019/04/06 - 2019/04/07 10th Symposium on Bioengineering: Organised by the NEB-FEUP/ICBAS - Bioengineering Students Association, its main purpose is to present to the academic community the most recent and innovative projects with biomedical and biological applications on issues of our modern society.
Symposium
 10th Symposium on Bioengineering
Núcleo de Estudantes de Bioengenharia - FEUP/ICBAS (NEB FEUP/ICBAS), Portugal
2018/07/25 - 2018/07/29 1st Edition of Future of Computing 2018: Organised by Science and Technology Park of University of Porto (UPTEC) and ScaleUp Porto, this school is built around a main technical program, which includes theoretical seminars and hands-on sessions on GPU-accelerated, neuromorphic, quantum and biochemical computing.
Seminar
 1st Edition of Future of Computing 2018
UPTEC Parque de Ciência e de Tecnologia da Universidade do Porto, Portugal

ScaleUp Porto., Portugal
2018/02/01 - 2018/04/19 Business Ignition Programme (BIP): Using the Lean start-up approach BIP aimed to build and test alternative business models for technologies developed in academia. Business models were presented and validated on the market, promoting technology transfer and the creation of new businesses.
Other
 Business Ignition Programme (BIP)
Universidade do Porto, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Universidade do Porto Centro Interdisciplinar de Investigação Marinha e Ambiental, Portugal
2017/09/09 - 2017/09/16 Startup Pirates Digital Health Edition: The program took place at Porto Design Factory and was open to anyone who had an early-stage idea or who, without an idea, wanted to learn how to create a product in the Health area. During the week, participants received training and work together so they could transform their business ideas into real companies capable of competing in the market.
Workshop
 Startup Pirates Digital Health Edition
ScaleUp Porto., Portugal

Startup Pirates, Portugal

Politécnico do Porto Porto Design Factory, Portugal
2017/04/20 - 2017/04/23 15ª Edição da Mostra da Universidade do Porto (DEQ/MIB): At the Mostra you can have a close dialogue with teachers, researchers and students and university technicians, who will guide you and make you aware of the training offer at the University of Porto, contributing to a more informed future vocational decision.
Exhibition
 15ª Edição da Mostra da Universidade do Porto (DEQ/MIB)
Universidade do Porto, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
2017/02/08 - 2017/02/10 IJUP'17 - 10º Encontro de Jovens Investigadores da Universidade do Porto: Held since 2007, IJUP scientific meetings take place every year, at the beginning of the second semester. The objective is to give students / young researchers from University of Porto the opportunity to present and discuss the results of the studies in which they participated in the scope of initiation research projects. More information at https://ijup.up.pt/
Meeting
 IJUP'17 - 10º Encontro de Jovens Investigadores da Universidade do Porto
Universidade do Porto, Portugal
2016/04/15 - 2016/04/15 Shaping the Future of Medicine "10 Years ECTM: Simulation for Technology and Medicine": Conference organised by Experimental Centre for Technical Medicine (ECTM) of the University of Twente.
Conference
 Shaping the Future of Medicine "10 Years ECTM: Simulation for Technology and Medicine"
University of Twente Experimental Centre for Technical Medicine , Netherlands
2015/07/03 - 2015/07/03 I Jornadas Universidade - Empresa na Formação Pós-Graduada: Organised by Escola Superior de Biotecnologia da Universidade Católica Portuguesa, the event aims to show, in Porto, some of the works that, under Master's programs, have been developed in the University-Company interface, so that they can be discussed at the business and academic level. These Days are part of the dynamic dialogue that ESB maintains with companies, always in a logic of knowledge transfer in Biotechnology.
Other
 Jornadas Universidade - Empresa na Formação Pós-Graduada
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2014/04/05 - 2014/04/05 FameLab - Concurso Internacional de Comunicação Científica: I was a semifinalist in the edition of 2014 of FameLab. More info about FameLab here: http://famelab.pt/
Other
 FameLab - Concurso Internacional de Comunicação Científica
Fundação Calouste Gulbenkian, Portugal

British Council Portugal, Portugal
2014/04/01 - 2014/04/03 Semana Aberta 2014 - "Saúde...Biotecnologia...é na Católica": Escola Superior de Biotecnologia and Instituto de Ciências da Saúde of Universidade Católica Portuguesa challenged the entire community and in particular the students of Secondary Education - Scientific Humanistic Courses, to participate in activities within the scope of Biotechnology and Health Sciences. I cooperated on the activity "Fun Physics", on the subject "Newtonian and Non-Newtonian Fluids".
Other
 Semana Aberta 2014 - "Saúde...Biotecnologia...é na Católica"
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2013/05/31 - 2013/05/31 VIII Olimpíadas da Biotecnologia: Organised by Escola Superior de Biotecnologia da Universidade Católica Portuguesa and Sociedade Portuguesa de Biotecnologia. With the organization of this event, the intention is to promote scientific and technological culture among young people, knowledge and interest in the theme of Biotechnology. I participated in the final.
Other
 Olimpíadas da Biotecnologia
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2013 - 2013 OPOMUN 2013: Oporto Model United Nations, organised by The Oporto International School. I participated as delegate.
Other
 Oporto Model United Nations
The Oporto International School, Portugal
2012/11/08 - 2012/11/10 IMUN Conference XVIII: 18th Annual Iberian Model United Nations, organised by Carlucci American International School of Lisbon. I participated as a chair and delegate.
Other
 Iberian Model United Nations
Carlucci American International School of Lisbon, Portugal
2012/10 - 2012/10 BRAMUN 2012: The Braga Model United Nations, organised by The Braga International School. I participated as chair and delegate.
Other
 BRAMUN 2012
The Braga International School, Portugal
2012/03 - 2012/03 OPOMUN 2012: Oporto Model United Nations, organised by The Oporto International School. I participated as delegate.
Other
 Oporto Model United Nations 2012
The Oporto International School, Portugal
2011/07/18 - 2011/07/22 Academia de Férias 2011 - Férias com Ciência: "Férias com Ciência" is the challenge launched by the School of Biotechnology - ESB - to young pre-university students during July. ESB offers young people from the 10th to the 12th year of Science and Technology a week of activities at its Research Center, CBQF - Associate Laboratory. The small research projects that are going to be developed, although scientifically rigorous, always offer a relaxed and interactive environment.
Other
 Academia de Férias - Férias com Ciência
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2010/12/16 - 2010/12/16 XVI Olimpíadas do Ambiente: An initiative coordinated by a multidisciplinary team: Universidade Católica Portuguesa, Quercus and Zoomarine. In 2010, it had the partnership of Câmara Municipal de Lisboa (host and sponsor) and Instituto dos Pupilos do Exército. It also featured the prestigious High Sponsorship of Presidência da República, as well as the High Sponsorship of Ministério da Agricultura, do Mar, do Ambiente e do Ordenamento do Território. More information at: https://www.quercus.pt/campanhas/iniciativas/olimpiadas-do-ambiente
Other
 XVI Olimpíadas do Ambiente

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2018/05/21 FlySafe Project: Article about a research project (FlySafe) on telemedicine developed along with Vitor Minhoto and Abhishek Chatterjee. Time Out
2018/05/19 FlySafe Project: Article about a research project (FlySafe) on telemedicine developed along with Vitor Minhoto and Abhishek Chatterjee. Jornal de Negócios

Interview (tv / radio show)

Program Topic
2018/07/15 - 2018/07/15 Mentes que Brilham - 15 de julho Science
Distinctions

Award

2013 Best Delegate Award
The Oporto International School, Portugal
2012 Honourable Mention
The Braga International School, Portugal
2011 Value and Excellence Honours
Colégio Internato dos Carvalhos, Portugal
2010 Value and Excellence Honours
Escola Secundária dos Carvalhos, Portugal
2009 Value and Excellence Honours
Escola Secundária dos Carvalhos, Portugal
2008 Value and Excellence Honours
Escola Secundária dos Carvalhos, Portugal
2007 Value and Excellence Honours
Escola EB 2,3 Padre António Luís Moreira, Portugal
2006 Value and Excellence Honours
Escola EB 2,3 Padre António Luís Moreira, Portugal