Tania Pereira Lopes (2F10-9ADB-C978)

Curriculum Vitae

Tania Pereira Lopes

Tania Pereira completed PhD in Biomedical Engineering in 2014/11/27 at the University of Coimbra Faculdade de Ciencias e Tecnologia and a Master in Biomedical Engineering in 2009 by the University of Coimbra. Currently, she is Research Assistant at INESC TEC - Institute for Systems and Computer Engineering, Technology, and Science. She is the author/co-author of 45 articles in journals and 7 sections of books. She lectured several subjects on the biomedical engineering domain at the University of Coimbra, the University of Lleida, the University of Porto, and the University of Portucalense. She is a supervisor/co-supervisor of 3 PhD students and of 49 MSc students/Internships. She has received 4 awards and/or honors. She participated in several scientific projects, two of them as PI: PI of the Marie Currie Fellowship and, currently, PI of an exploratory project from FCT. In her professional activities, she interacted with 143 collaborators and co-authorship scientific papers. The large experience on scientific projects, the great investment in writing proposals, the verified success in getting funding (two of them as PI), the extensive collaborations, and the number of PhD students under her supervision confirm her ability to create a consistent career pathway in the biomedical engineering domain.

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Identificação

Identificação pessoal

Nome completo: Tania Pereira Lopes

Nomes de citação

Pereira, Tania

Identificadores de autor

Ciência ID: 2F10-9ADB-C978
ORCID iD: 0000-0003-1681-2436

Endereços de correio eletrónico

taniapereira10@gmail.com (Profissional)

Idiomas

Idioma	Conversação	Leitura	Escrita	Compreensão
Português	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)
Inglês	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)
Espanhol; Castelhano	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)
Catalão	Utilizador elementar (A1)	Utilizador independente (B1)	Utilizador elementar (A1)	Utilizador elementar (A1)

Formação

	Grau	Classificação
2010/01 - 2014/11/27 Concluído	PhD in Biomedical Engineering (Doutoramento) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal "Non-Invasive Hemodynamic Parameters Assessment using Optoelectronic Devices" (TESE/DISSERTAÇÃO)	Magna Cum Laude
2004/09 - 2009 Concluído	Master in Biomedical Engineering (Mestrado) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal "Methodologies for Hemodynamic Parameters Assessment" (TESE/DISSERTAÇÃO)

Percurso profissional

Ciência

	Categoria Profissional Instituição de acolhimento	Empregador
2019/07/01 - Atual	Assistente de Investigação (carreira) (Investigação)	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2022/01 - 2022/04	Investigador visitante (Investigação)	Royal Melbourne Institute of Technology, Austrália

2018/01/01 - 2019/07/01	Assistente de Investigação (carreira) (Investigação)	University of California San Francisco, Estados Unidos

2016/01/01 - 2017/12/31	Assistente de Investigação (carreira) (Investigação)	Institut de Recerca Biomèdica de Lleida Fundació Doctor Pifarré, Espanha

2016/11 - 2016/12	Investigador visitante (Investigação)	Georgia Institute of Technology, Estados Unidos

2015/03/01 - 2015/12/31	Investigador (Investigação)	Universidade do Porto, Portugal

2014/11/27 - 2015/02/28	Investigador (Investigação)	Universidade do Minho, Portugal

2008/08/01 - 2014/11/27	Investigador (Investigação)	Universidade de Coimbra, Portugal

Docência no Ensino Superior

	Categoria Profissional Instituição de acolhimento	Empregador
2026/01/01 - Atual	Professor Auxiliar (Docente Universitário)	Universidade do Porto, Portugal

2023 - 2025/12/31	Professor Auxiliar (Docente Universitário)	Universidade de Coimbra, Portugal

2022/02 - 2022/07	Professor Auxiliar Convidado (Docente Universitário)	Universidade do Porto, Portugal

Outros

	Categoria Profissional Instituição de acolhimento	Empregador
2021/03/15 - 2023	Assistant professor of Computer Vision - Master Data Science	Universidade Portucalense Infante Dom Henrique, Portugal

2017/09/01 - 2017/12/31	Assistant professor of Bioinformatic in UDL- 3th year of Bachelor in Biomedical Sciences from the Faculty of Medicine and Biotechnology from the School of Agrifood and Forestry Science and Engineering	Universitat de Lleida, Espanha

2017/02/01 - 2017/07/31	Assistant professor of Statistic in UDL - 1st year of Bachelor in Biomedical Sciences from the Faculty of Medicine and Biotechnology from the School of Agrifood and Forestry Science and Engineering	Universitat de Lleida, Espanha

2014/02/01 - 2014/07/01	Assistant professor at University of Coimbra in the course of Electronics - 2th year of Master in Physics Engineering, Bachelor in Physics and Master in Biomedical Engineering	Universidade de Coimbra, Portugal

2013/09/01 - 2014/02/01	Assistant professor University of Coimbra in the course of Electronics - 2th year of Master in Physics Engineering, Bachelor in Physics and Master in Biomedical Engineering	Universidade de Coimbra, Portugal

2013/02/01 - 2013/07/01	Assistant professor at the Physics Department of the University of Coimbra in the course of Thermodynamic - 2th year of Master in Physics Engineering and Bachelor in Physics	Universidade de Coimbra, Portugal

Projetos

Bolsa

	Designação	Financiadores
2015/03 - 2015/12	VOCE - Classifying stress from live speech VOCE Bolseiro de Investigação Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2014/12 - 2015/02	Do IT – Desenvolvimento e Operacionalização da Investigação de Translação Do-it Bolseiro de Investigação Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal	European Commission Concluído
2012 - 2014	Non-Invasive Hemodynamic Parameters Assessment using Optoelectronic Devices SFRH / BD / 79334 / 2011 Bolseiro de Doutoramento Universidade de Coimbra, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2012/03 - 2012/07	QREN 13842 TICE-Healthy Health Systems and Life Quality QREN 13842 TICE-Healthy Bolseiro de Investigação Universidade de Coimbra, Portugal	European Commission Concluído
2010 - 2012	Development and characterization of new sensors for hemodynamic assessment PTDC/SAU-BEB/100650/2008 Bolseiro de Investigação Universidade de Coimbra, Portugal	Fundação para a Ciência e a Tecnologia Concluído

Projeto

	Designação	Financiadores
2022/01/01 - Atual	CIRCUMSTANCE – Circulating Microbial Signatures for Early Diagnosis of Cancer PTDC/BTM-TEC/0367/2021 Investigador Fundação para a Ciência e a Tecnologia, Portugal	Em curso
2019/07/01 - 2021/12/31	LuCaS: Lung Cancer Screening - A non-invasive methodology for early diagnosis POCI-01-0145-FEDER-030263 Investigador Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Em curso

Outro

	Designação	Financiadores
2024 - Atual	AI4Lungs - AI-Based personalised care for respiratory disease using multi-modal data in patient stratification 101080756 Investigador
2023/03/01 - Atual	LUCCA: AI-based Models for Lung Cancer Characterization: a Multimodal and Causal Approach 2022.03488.PTDC Investigador responsável	Fundação para a Ciência e a Tecnologia
2023/03/01 - Atual	CELLo: The sound of cells: An acoustic platform aiming towards biophysical cell fingerprints for label-free precision medicine 2022.05237.PTDC Investigador	Fundação para a Ciência e a Tecnologia Em curso
2023 - Atual	PHASE IV AI 101095384 Investigador	European Union Em curso
2018 - 2019	Development novel algorithms for Atrial Fibrillation detection and monitoring using wearables Afib Investigador	National Institutes of Health
2016 - 2017	Identication, Classication and Analysis of Biological Organization Design Principles In Molecular Circuits Marie Curie Investigador responsável Institut de Recerca Biomèdica de Lleida, Espanha	European Commission
2016/12 - 2016/12	Gene enrichment analysis in the yeast for the environmental stress Visiting Postdoc Outra Georgia Institute of Technology, Estados Unidos

Produções

Publicações

Artigo em conferência	Ana Saraiva; Margarida Gouveia; Catarina Lopes; Jorge Marinho; Tania Pereira; Joaquim Mendes. "From CT Scans to 3D Printed Models: A Pipeline for Mandible Surgical Planning". 2025. 10.1109/BIBM66473.2025.11356581 Joana Vale Sousa; Hélder P. Oliveira; Tania Pereira. "Incrementally Learning to Segment the Lungs: Similarities and Differences Across Institutions". 2025. 10.1109/BIBE66822.2025.00039 Mafalda Malafaia; Francisco Silva; Diogo Costa Carvalho; Ricardo Martins; Sílvia Costa Dias; Helena Torrão; Hélder P. Oliveira; Tania Pereira. "MYCN-Amplified Neuroblastoma Detection Radiomics Vs. Trainable Features". 2025. 10.1109/BIBE66822.2025.00034 Pedro Sousa; Henrique Sousa; Tania Pereira; Eva Batista; Pedro Gouveia; Hélder P. Oliveira. "Swin Transformer Applied to Breast MRI Super-Resolution in a Cross-Cohort Dataset". 2025. 10.1109/CBMS65348.2025.00037 Gomes, André; Pereira, Tania; Silva, Francisco; Franco, Pedro; Carvalho, Diogo Costa; Dias, Sílvia Costa; Oliveira, Hélder P.; et al. "Patch-based CNN Models for Bone Marrow Edema Detection Using MRI". 2023. 10.1109/bibm58861.2023.10385930 Simoes, M.; Pereira, T.; Silva, F.; Machado, J.C.; Oliveira, H.P.. "A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq". 2023. 10.1109/BIBM58861.2023.10385571 Ribeiro, L.; Oliveira, H.P.; Hu, X.; Pereira, T.; 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 Marco Teixeira; Pereira, Tania; SILVA, FRANCISCO; António Cunha; Hélder Oliveira. "Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features". Trabalho apresentado em 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, 2022. Aceite para publicação Pedro Silva; Pereira, Tania; Marco Teixeira; Francisco Silva; Hélder Oliveira. "On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer". Trabalho apresentado em 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022. Aceite para publicação 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". Trabalho apresentado em 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, 2022. Publicado • 10.1109/embc48229.2022.9871349 Bernardo Ramos; Pereira, Tania; Francisco Silva; Costa, José Luis; Hélder Oliveira; Ramos, Bernardo; Silva, Francisco; Costa, Jose Luis; Oliveira, Helder P.. "Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification". 2022. Aceite para publicação • 10.1007/978-3-031-04881-4_15 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". Trabalho apresentado em 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Publicado • 10.1109/bibm52615.2021.9669429 Pereira, Tania; Mafalda Malafaia; Francisco Silva; Joana Morgado; Antonio Cunha; Hélder F. Oliveira. "Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer". Trabalho apresentado em 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2021. Publicado João Moranguinho; Pereira, Tania; Bernardo Ramos; Joana Morgado; José Luis Costa; Hélder P. Oliveira. "Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images". Trabalho apresentado em 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology, 2021. Publicado Bernardo Ramos; Pereira, Tania; João Moura; Joana Morgado; Hélder P. Oliveira. "An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression". Trabalho apresentado em 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology, 2021. Publicado Francisco Silva; Pereira, Tania; Joana Morgado; António Cunha; Hélder P. Oliveira. "The Impact of Interstitial Diseases Patterns on Lung CT Segmentation". Trabalho apresentado em 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology, 2021. Publicado José Mendes; Pereira, Tania; Francisco Silva; Julieta Frade; Joana Morgado; Claúdia Freitas; Eduardo Negrão; et al. "Lung CT Image Synthesis using Generative Adversarial Networks". Trabalho apresentado em Medical Image Understanding and Analysis, 2021. Submetido 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 Silva, Francisco; Pereira, Tania; Morgado, Joana; Cunha, Antonio; Oliveira, Helder P.. "The Impact of Interstitial Diseases Patterns on Lung CT Segmentation". 2021. 10.1109/EMBC46164.2021.9630354 Gadhoumi, Kais; Kevin, Keenan; Pereira, Tania; Colorado, Rene; Meisel, Karl; Hu, Xiao. "A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices". Trabalho apresentado em Computing in Cardiology 2018, Maastritch, 2018. Publicado • 10.22489/CinC.2018.316 Sorribas, Albert; Vilaprinyo, Ester; Pereira, Tania; Alves, Rui. "To change or not to change: exploring the dynamic gene expression profile in the adaptive response of yeast to heat shock". Trabalho apresentado em 15 International Conference On Molecular Systems Biology (ICMSB2017), Munique, 2017. Publicado Pereira, Tania; Vilaprinyo, Ester; Alves, Rui. "Design principles for gene expression changes in yeast". Trabalho apresentado em 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, 2016. Publicado Pereira, Tania; Vilaprinyo, Ester; Alves, Rui. "Quantitative design principles for adaptive responses to environmental stress in yeast". Trabalho apresentado em International Conference on Systems Biology (ICSB 2016), Barcelona, 2016. Publicado Pereira, Tania; Moreira, Tiago; Almeida, Pedro R; Cunha, João P S; Aguiar, Ana. "Fine Grained Stress Assessment in Ecological Conditions". Trabalho apresentado em 37th Annual International Conference Of The IEEE Engineering in Medicine and Biology Society, Milao, 2015. Publicado Pereira, T.; Sanches, R.; Reis, P.; Pego, J.; Simoes, R.; Pereira, Tania; Sanches, Rui; et al. "Correlation Study Between Blood Pressure And Pulse Transit Time". Trabalho apresentado em Bioengineering (ENBENG), Porto, 2015. Publicado • 10.1109/ENBENG.2015.7088864 Vaz, Pedro; Capela, Diana; Pereira, Tânia; Correia, Carlos; Ferreira, Requicha; Humeau-Heurtier, Anne; Cardoso, João. "Use of laser speckle and entropy computation to segment images of diffuse objects with longitudinal motion". Trabalho apresentado em Proceedings of SPIE - The International Society for Optical Engineering, Aveiro, 2014. Publicado • 10.1117/12.2060845 Almeida, Vania; Borba, Joao; Pereira, Tania; Pereira, Helena C.; Cardoso, Joao; Correira, Carlos; Almeidal, VG; et al. "Data Mining Based Methodologies For Cardiac Risk Patterns Identification". Trabalho apresentado em 6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOINFORMATICS 2013), Barcelona, 2013. Publicado • 10.5220/0004222701270133 Pereira, Helena; Pereira, Tania; Almeida, Vania; Borges, Elisabeth; Figueiras, Edite; Simoes, Jose; Malaquias, J Luís; Correia, Carlos; Cardoso, Joao. "A Novel And Low Cost Acoustic Based Probe For Local Pulse Wave Velocity Estimation". Trabalho apresentado em 6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIODEVICES 2013), Barcelona, 2013. Publicado • 10.5220/0004251900780088 Pereira, Tania; Vaz, Pedro; Oliveira, Tatiana; Santos, Ines; Almeida, Vania; Pereira, Helena; Correia, Carlos; Cardoso, Joao. "New optical probe approach using mixing effect in planar photodiode for biomedical applications". Trabalho apresentado em SPIE Optics + Optoelectronics, Praga, 2013. Publicado • 10.1117/12.2017024 Borges, Elisabeth; Sequeira, Mariana; Cortez, André; Pereira, Helena; Pereira, Tania; Almeida, Vania; Vasconcelos, Teresa; Cardoso, Joao; Correia, Carlos. "Bioimpedance parameters as a risk factor to assess pine decay: An innovative approach to the diagnosis of plant diseases". Trabalho apresentado em 6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIODEVICES 2013), Barcelona, 2013. Publicado • 10.5220/0004230500350046 Pereira, Tania; Santos, Ines; Oliveira, Tatiana; Vaz, Pedro; Pereira, Telmo Santos; Pereira, Helena; Almeida, Vania; et al. "Local PWV and Other Hemodynamic Parameters Assessment - Validation of a New Optical Technique in an Healthy Population". Trabalho apresentado em 6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2013), Barcelona, 2013. Publicado • 10.5220/0004237600610069 Almeida, Vania; Borba, Joao; Pereira, Tania; Pereira, Helena C; Cardoso, Joao; Correia, Carlos. "Indices and Repeatability Tests of Cardiovascular Function Performed on the Arterial Distension Waveform". Trabalho apresentado em 6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSIGNALS 2013), Barcelona, 2013. Publicado • 10.5220/0004219301380144 Borges, Elisabeth; Sequeira, Mariana; Cortez, André; Pereira, Helena; Pereira, Tania; Almeida, Vania; Vasconcelos, Teresa; et al. "Assessment of Physiological States of Plants in situ - An Innovative Approach to the use of Electrical Impedance Spectroscopy". Trabalho apresentado em BIOTECHNO 2013: The Fifth International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies, Lisboa, 2013. Publicado • ISBN: 978-1-61208-260-8 Almeida, Vania; Borba, Joao; Pereira, Tania; Pereira, Helena; Cardoso, Joao; Correia, C.. "Validation of a waveform delineator device for cardiac studies: Repeatability and data mining analysis". Trabalho apresentado em 2012 IEEE 2nd Portuguese Meeting in Bioengineering (ENBENG), 2012. Publicado • 10.1109/ENBENG.2012.6331339 Pereira, Tania; Oliveira, T.; Cabeleira, Manuel; Matos, Patricia; Pereira, Helena; Almeida, Vania; Borges, Elisabeth; et al. "Signal analysis in a new optical pulse waveform profiler for cardiovascular applications". Trabalho apresentado em International conference on signal and image processing and applications, SIPA 2011, Creta, 2011. Publicado • 10.2316/P.2011.738-067 Pereira, Tania; Oliveira, Ta; Cabeleira, Manuel; Almeida, Vania; Borges, Elisabeth; Pereira, H.; Cardoso, Joao; et al. "Visible and infrared optical probes for hemodynamic parameters assessment". Trabalho apresentado em SENSORS, 2011 IEEE, Limerick, 2011. Publicado • 10.1109/ICSENS.2011.6127106 Pereira, Helena; Pereira, Tania; Almeida, Vania; Maldonado, J.; Malaquias, J.L.; Simões, J.B.; Cardoso, Joao; Correia, Carlos. "New instrumentation for cardiovascular risk assessment: The role of pulse wave velocity". Trabalho apresentado em 1st Portuguese Biomedical Engineering Meeting, Lisbon, 2011. Publicado • 10.1109/ENBENG.2011.6026065 Almeida, Vania; Pereira, Tania; Pereira, Helena; Cardoso, Joao; Correia, Carlos. "A cardiac signal monitoring and processing system". Trabalho apresentado em 1st Portuguese Biomedical Engineering Meeting, Lisbon, 2011. Publicado • 10.1109/ENBENG.2011.6026046 Pereira, Helena; Simoes, J.B.; Malaquias, J.L.; Pereira, Tania; Almeida, Vania; Borges, Elisabeth; Figueiras, Edite; Cardoso, Joao; Correia, Calos. "Double headed probe for local pulse wave velocity estimation: A new device for hemodynamic parameters assessment". Trabalho apresentado em 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSIGNALS 2011), Rome, 2011. Publicado • 10.5220/0003293704440447 Almeida, Vania; Pereira, Tania; Borges, Elisabeth; Pereira, Helena; Cardoso, Joao; Correia, Carlos. "A real time cardiac monitoring system - Arterial pressure waveform capture and analysis". Trabalho apresentado em PECCS 2011 - Proceedings of the 1st International Conference on Pervasive and Embedded Computing and Communication Systems, Vilamoura, 2011. Publicado • 10.5220/0003369600830090 Pereira, Tania; Cabeleira, Manuel; Matos, Patricia; Borges, Elisabeth; Almeida, Vânia; Pereira, Helena; Cardoso, Joao; Correia, Carlos. "Optical methods for local pulse wave velocity assessment". Trabalho apresentado em 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSIGNALS 2011), Rome, 2011. Publicado • 10.5220/0003166800740081 Almeida, Vania; Santos, Patricia; Figueiras, Edite; Borges, Elisabeth; Pereira, Tania; Pereira, Helena; Cardoso, Joao; Correia, Carlos. "Hemodynamic features extraction from a new arterial pressure waveform probe". Trabalho apresentado em 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSIGNALS 2011), Rome, 2011. Publicado • 10.5220/0003148901950200 Almeida, Vania; Pereira, Tania; Borges, Elisabeth; Figueiras, Edite; Cardoso, Jaoa; Correia, Carlos; Pereira, Helena; Malaquias, J.L.; Simões, J.B.. "Synthesized cardiac waveform in the evaluation of Augmentation Index algorithms: Case study for a new wavelet based algorithm". Trabalho apresentado em IEEE EMB, Proceedings of the 3rd International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSIGNALS 2010), Valencia, 2010. Publicado • 10.5220/0002691703850388
Artigo em revista	Inês Neves; Cláudia Freitas; Carolina Lemos; Hélder P. Oliveira; Venceslau Hespanhol; Manuela França; Tania Pereira. "Radiogenomic insights from a Portuguese lung cancer cohort: Foundations for predictive modeling". Measurement and Evaluations in Cancer Care (2025): https://doi.org/10.1016/j.ymecc.2025.100025. 10.1016/j.ymecc.2025.100025 Maria Amaro; Joana Vale Sousa; Margarida Gouveia; Hélder P. Oliveira; Tania Pereira. "Clinical data-driven modeling of disease-specific survival in lung cancer: Insights from the national lung screening trial dataset". Measurement and Evaluations in Cancer Care (2025): https://doi.org/10.1016/j.ymecc.2025.100023. 10.1016/j.ymecc.2025.100023 Ricardo Ribeiro; Inês Neves; Hélder P. Oliveira; Tania Pereira. "AI-based models to predict decompensation on traumatic brain injury patients". Computers in Biology and Medicine (2025): https://doi.org/10.1016/j.compbiomed.2024.109634. 10.1016/j.compbiomed.2024.109634 Francisco Silva; Hélder P. Oliveira; Tania Pereira. "Causal representation learning through higher-level information extraction". ACM Computing Surveys (2025): https://doi.org/10.1145/3696412. 10.1145/3696412 Itzel A Avila Castro; Helder P Oliveira; Ricardo Correia; Barrie Hayes-Gill; Stephen P Morgan; Serhiy Korposh; David Gomez; Tania Pereira. "Generative adversarial networks with fully connected layers to denoise PPG signals". Physiological Measurement (2025): https://doi.org/10.1088/1361-6579/ada9c1. 10.1088/1361-6579/ada9c1 Margarida Gouveia; Tânia Mendes; Eduardo M. Rodrigues; Hélder P. P. Oliveira; Tania Pereira. "Comparing 2D and 3D Feature Extraction Methods for Lung Adenocarcinoma Prediction Using CT Scans: A Cross-Cohort Study". Applied Sciences (2025): https://doi.org/10.3390/app15031148. 10.3390/app15031148 Eduardo M. Rodrigues; Margarida Gouveia; Hélder P. Oliveira; Tania Pereira. "Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization". IEEE Access (2025): https://doi.org/10.1109/ACCESS.2025.3555428. 10.1109/ACCESS.2025.3555428 Luís Fernandes; Tania Pereira; Hélder P. Oliveira. "A Two-Stage U-Net Framework for Interactive Segmentation of Lung Nodules in CT Scans". IEEE Access (2025): https://doi.org/10.1109/ACCESS.2025.3566203. 10.1109/ACCESS.2025.3566203 Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania; Cardoso, Jaime S.. "A survey on cell nuclei instance segmentation and classification: Leveraging context and attention". Medical Image Analysis (2025): https://publons.com/wos-op/publon/70241336/. 10.1016/J.MEDIA.2024.103360 Fernandes, Luis; Pereira, Tania; Oliveira, Helder P.. "Exploring the differences between Multi-task and Single-task with the use of hxplainable AI for lung nodule classification". Proceedings of the Ieee Symposium on Computer-based Medical Systems (2024): https://publons.com/wos-op/publon/70358433/. 10.1109/CBMS61543.2024.00075 Amaro, Maria; Oliveira, Helder P.; Pereira, Tania. "CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients". Proceedings of the Ieee Symposium on Computer-based Medical Systems (2024): https://publons.com/wos-op/publon/70358426/. 10.1109/CBMS61543.2024.00055 Vale, Pedro; Boer, Jennifer; Oliveira, Helder P.; Pereira, Tania. "Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis". Proceedings of the Ieee Symposium on Computer-based Medical Systems (2024): https://publons.com/wos-op/publon/70358435/. 10.1109/CBMS61543.2024.00033 Teixeira, Marco; Silva, Francisco; Ferreira, Rui M.; Pereira, Tania; Figueiredo, Ceu; Oliveira, Helder P.. "A review of machine learning methods for cancer characterization from microbiome data". Npj Precision Oncology (2024): https://publons.com/wos-op/publon/68432798/. 10.1038/S41698-024-00617-7 Teiga, Ines; Sousa, Joana Vale; Silva, Francisco; Pereira, Tania; Oliveira, Helder P.. "Radiological Medical Imaging Annotation and Visualization Tool". Lecture Notes in Computer Science (2024): https://publons.com/wos-op/publon/70289870/. 10.1007/978-3-031-60884-1_22 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 Sousa, Joana Vale; Matos, Pedro; Silva, Francisco; Freitas, Pedro; Oliveira, Hélder P.; Pereira, Tania; Oliveira, Helder P.. "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 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. Acesso aberto • Publicado • 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 Mendes, Jose; Pereira, Tania; Silva, Francisco; Frade, Julieta; Morgado, Joana; Freitas, Claudia; Negrao, Eduardo; et al. "Lung CT image synthesis using GANs". Expert Systems with Applications 215 (2023): 119350. https://publons.com/wos-op/publon/57703894/. 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Applied Sciences (2023): https://publons.com/wos-op/publon/55528841/. 10.3390/APP13021024 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. Acesso aberto • Publicado • 10.1109/access.2022.3214824 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 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2022): https://publons.com/wos-op/publon/51631256/. 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2022): https://publons.com/wos-op/publon/63944707/. 10.1109/EMBC48229.2022.9871911 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2022): https://publons.com/wos-op/publon/60645568/. 10.1109/EMBC48229.2022.9871481 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2022): https://publons.com/wos-op/publon/70358461/. 10.1109/EMBC48229.2022.9871349 Sousa, Joana; Pereira, Tania; Silva, Francisco; Silva, Miguel C.; Vilares, Ana T.; Cunha, Antonio; Oliveira, Helder P.. "Lung Segmentation in CT Images: A Residual U-Net Approach on a Cross-Cohort Dataset". Applied Sciences (2022): https://publons.com/wos-op/publon/51119317/. 10.3390/APP12041959 Sousa, Joana; Pereira, Tania; Neves, Ines; Silva, Francisco; Oliveira, Helder P.; Neves, Inês; 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. https://publons.com/wos-op/publon/51904391/. Publicado • 10.3390/S22093443 Frade, Julieta; Pereira, Tania; Morgado, Joana; Silva, Francisco; Freitas, Claudia; Mendes, Jose; Negrao, Eduardo; et al. "Multiple instance learning for lung pathophysiological findings detection using CT scans". Medical & Biological Engineering & Computing (2022): https://publons.com/wos-op/publon/52056330/. Aceite para publicação • 10.1007/S11517-022-02526-Y Ding, Cheng; Pereira, Tania; Xiao, Ran; Lee, Randall J.; Hu, Xiao; Cheng Ding; Ran Xiao; et al. "Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal". Sensors (2022): https://publons.com/wos-op/publon/53832747/. Submetido • 10.3390/S22197166 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 (2022): https://publons.com/wos-op/publon/54231635/. 10.1109/ACCESS.2022.3214824 Pinheiro, Claudia; Silva, Francisco; Pereira, Tania; Oliveira, Helder P.; Pinheiro, Cláudia; Oliveira, Hélder P.. "Semi-Supervised Approach for EGFR Mutation Prediction on CT Images". Mathematics 10 22 (2022): 4225. https://publons.com/wos-op/publon/54440048/. Publicado • 10.3390/MATH10224225 Fonseca, J; Liu, XY; Oliveira, HP; Pereira, T. "Learning Models for Traumatic Brain Injury Mortality Prediction on Pediatric Electronic Health Records". FRONTIERS IN NEUROLOGY (2022): 10.3389/fneur.2022.859068 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. Publicado • 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. Publicado • 10.3390/app11073273 Zhang, Oliver; Ding, Cheng; Pereira, Tania; Xiao, Ran; Gadhoumi, Kais; Meisel, Karl; Lee, Randall J.; Chen, Yiran; Hu, Xiao. "Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment". IEEE Access 9 (2021): 29736-29745. http://dx.doi.org/10.1109/access.2021.3054613. Acesso aberto • Publicado • 10.1109/access.2021.3054613 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. Publicado • 10.1109/access.2021.3070701 Zhang, Oliver; Ding, Cheng; Pereira, Tania; Xiao, Ran; Gadhoumi, Kais; Meisel, Karl; Lee, Randall J.; Chen, Yiran; Hu, Xiao. "Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment". IEEE Access (2021): https://publons.com/wos-op/publon/34057039/. 10.1109/ACCESS.2021.3054613 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 (2021): https://publons.com/wos-op/publon/43463728/. 10.1109/ACCESS.2021.3070701 Morgado, Joana; Pereira, Tania; Silva, Francisco; Freitas, Claudia; Negrao, 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 (2021): https://publons.com/wos-op/publon/42994759/. 10.3390/APP11073273 Pereira, Tania; Morgado, Joana; Silva, Francisco; Pelter, Michele M.; Dias, Vasco Rosa; Barros, Rita; Freitas, Claudia; et al. "Sharing Biomedical Data: Strengthening AI Development in Healthcare". Healthcare 9 7 (2021): 827. https://publons.com/wos-op/publon/49576989/. Publicado • 10.3390/HEALTHCARE9070827 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". Ieee International Conference on Bioinformatics and Biomedicine, Bibm (2021): https://publons.com/wos-op/publon/60645589/. 10.1109/BIBM52615.2021.9669429 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2021): https://publons.com/wos-op/publon/55029484/. 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". Proceedings of the IEEE Engineering in Medicine and Biology Conference (2021): https://publons.com/wos-op/publon/55029487/. 10.1109/EMBC46164.2021.9630775 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. Publicado • 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. Publicado • 10.3390/app10217837 Pereira, Tania; Gil Pinheiro; Catarina Dias; Claúdia Freitas; Hespanhol Venceslau; José Luis Costa; António Cunha; et al. "Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS". Scientific Reports (2020): https://publons.com/wos-op/publon/30035897/. Acesso aberto • Publicado • 10.1038/s41598-020-60202-3 Pereira, Tania; Tran, Nate; Gadhoumi, Kais; Pelter, Michele M.; Do, Duc H.; Lee, Randall J.; Colorado, Rene; Meisel, Karl; Hu, Xiao. "Photoplethysmography based atrial fibrillation detection: a review". npj Digital Medicine 3 1 (2020): http://dx.doi.org/10.1038/s41746-019-0207-9. Acesso aberto • Publicado • 10.1038/s41746-019-0207-9 Pereira, Tania; Gadhoumi, Kais; Ma, Mitchell; Liu, Xiuyun; Xiao, Ran; Colorado, Rene A.; Keenan, Kevin J.; et al. "A Supervised Approach to Robust Photoplethysmography Quality Assessment". IEEE Journal of Biomedical and Health Informatics (2020): 1-1. https://publons.com/wos-op/publon/31649116/. Publicado • 10.1109/JBHI.2019.2909065 Silva, Francisco; Pereira, Tania; Frade, Julieta; Mendes, Jose; Freitas, Claudia; Hespanhol, Venceslau; Luis Costa, Jose; Cunha, Antonio; Oliveira, Helder P.. "Pre-Training Autoencoder for Lung Nodule Malignancy Assessment Using CT Images". Applied Sciences (2020): https://publons.com/wos-op/publon/34645839/. 10.3390/APP10217837 Pereira, Tania; Ding, Cheng; Gadhoumi, Kais; Tran, Nate; Colorado, Rene A; Meisel, Karl; Hu, Xiao. "Deep learning approaches for plethysmography signal quality assessment in the presence of atrial fibrillation". Physiological Measurement 40 12 (2019): 125002. http://dx.doi.org/10.1088/1361-6579/ab5b84. Publicado • 10.1088/1361-6579/ab5b84 Pereira, Tania; Betriu, Angels; Alves, Rui. "Non-invasive imaging techniques and assessment of carotid vasa vasorum neovascularization: Promises and pitfalls". Trends in Cardiovascular Medicine 29 2 (2019): 71-80. http://dx.doi.org/10.1016/j.tcm.2018.06.007. Publicado • 10.1016/j.tcm.2018.06.007 Pereira, Tania; Muguruza, Jose; Mária, Virtu; Vilaprinyo, Ester; Sorribas, Albert; Fernandez, Elvira; Fernandez-Armenteros, Jose Manuel; et al. "Automatic Methods for Carotid Contrast-Enhanced Ultrasound Imaging Quantification of Adventitial Vasa Vasorum". Ultrasound in Medicine & Biology 44 12 (2018): 2780-2792. http://dx.doi.org/10.1016/j.ultrasmedbio.2018.07.027. Publicado • 10.1016/j.ultrasmedbio.2018.07.027 Pereira, Tania; Vilaprinyo, Ester; Belli, Gemma; Herrero, Enric; Salvado, Baldiri; Sorribas, Albert; Altés, Gisela; Alves, Rui. "Quantitative Operating Principles of Yeast Metabolism during Adaptation to Heat Stress". Cell Reports 22 9 (2018): 2421-2430. http://dx.doi.org/10.1016/j.celrep.2018.02.020. Publicado • 10.1016/j.celrep.2018.02.020 Paiva, Joana S.; Cardoso, João; Pereira, Tânia. "Supervised learning methods for pathological arterial pulse wave differentiation: A SVM and neural networks approach". International Journal of Medical Informatics 109 (2018): 30-38. http://dx.doi.org/10.1016/j.ijmedinf.2017.10.011. Publicado • 10.1016/j.ijmedinf.2017.10.011 Pereira, Tânia; Almeida, Pedro R; Cunha, João P S; Aguiar, Ana. "Validation of a low intrusiveness heart rate sensor for stress assessment". Biomedical Physics & Engineering Express 3 1 (2017): 017004. http://dx.doi.org/10.1088/2057-1976/3/1/017004. Publicado • 10.1088/2057-1976/3/1/017004 Pereira, T.; Vilaprinyo, E.; Belli, G.; Herrero, E.; Salvado, B.; Sorribas, A.; Altes, G.; et al. "Metabolic Constraints And Quantitative Design Principles In Gene Expression During Adaption Of Yeast To Heat Shock". BioRxiv (2017): https://publons.com/wos-op/publon/65902251/. 10.1101/143487 Pereira, Tania; Almeida, Pedro R.; Cunha, Joao P. S.; Aguiar, Ana; Cunha, João P.S.. "Heart rate variability metrics for fine-grained stress level assessment". Computer Methods and Programs in Biomedicine 148 (2017): 71-80. https://publons.com/wos-op/publon/11596958/. Publicado • 10.1016/J.CMPB.2017.06.018 Pereira, Tânia; Nogueira-Silva, Cristina; Simoes, Ricardo. "Normal range and lateral symmetry in the skin temperature profile of pregnant women". Infrared Physics & Technology 78 (2016): 84-91. http://dx.doi.org/10.1016/j.infrared.2016.07.019. Publicado • 10.1016/j.infrared.2016.07.019 Vaz, Pedro; Pereira, Tânia; Figueiras, Edite; Correia, Carlos; Humeau-Heurtier, Anne; Cardoso, João. "Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging?". Biomedical Signal Processing and Control 25 (2016): 188-195. http://dx.doi.org/10.1016/j.bspc.2015.11.013. Publicado • 10.1016/j.bspc.2015.11.013 Pereira, Tania. "Hemodynamic Parameters for Cardiovascular Risk Assessment". Mathews Journal of Cardiology 1 1 (2016): http://www.mathewsopenaccess.com/PDF/Cardiology/M_J_Cardiol_1_1_e001.pdf. Publicado • ISSN: 2572-6420 Pereira, Tânia; Correia, Carlos; Cardoso, João. "Novel Methods for Pulse Wave Velocity Measurement". Journal of Medical and Biological Engineering 35 5 (2015): 555-565. http://dx.doi.org/10.1007/s40846-015-0086-8. Publicado • 10.1007/s40846-015-0086-8 Pereira, Tânia; Paiva, Joana S.; Correia, Carlos; Cardoso, João. "An automatic method for arterial pulse waveform recognition using KNN and SVM classifiers". Medical & Biological Engineering & Computing 54 7 (2015): 1049-1059. http://dx.doi.org/10.1007/s11517-015-1393-5. Publicado • 10.1007/s11517-015-1393-5 Pereira, Tânia; Pereira, Telmo Santos; Santos, Helder; Correia, Carlos; Cardoso, João. "Arterial pulse pressure waveform monitoring by novel optical probe". International Journal of Cardiology 179 (2015): 95-96. http://dx.doi.org/10.1016/j.ijcard.2014.10.050. Publicado • 10.1016/j.ijcard.2014.10.050 Pereira, Tania; Santos, Helder; Pereira, Helena; Pereira, Telmo Santos; Correia, Carlos; Cardoso, Joao. "Assessment of carotid distention waveform and local pulse wave velocity determination by a novel optical system". Artery Research 8 4 (2014): 135. http://dx.doi.org/10.1016/j.artres.2014.09.107. Publicado • 10.1016/j.artres.2014.09.107 Pereira, Tânia; Santos, Inês; Oliveira, Tatiana; Vaz, Pedro; Pereira, Telmo; Santos, Helder; Pereira, Helena; Correia, Carlos; Cardoso, João. "Pulse pressure waveform estimation using distension profiling with contactless optical probe". Medical Engineering & Physics 36 11 (2014): 1515-1520. http://dx.doi.org/10.1016/j.medengphy.2014.07.014. Publicado • 10.1016/j.medengphy.2014.07.014 Almeida, Vania; Borba, Joao; Pereira, H. Catarina; Pereira, Tânia; Correia, Carlos; Pêgo, Mariano; Cardoso, João. "Cardiovascular risk analysis by means of pulse morphology and clustering methodologies". Computer Methods and Programs in Biomedicine 117 2 (2014): 257-266. http://dx.doi.org/10.1016/j.cmpb.2014.06.010. Publicado • 10.1016/j.cmpb.2014.06.010 Pereira, Tânia; Sequeira, Mariana; Vaz, Pedro; Pereira, Helena C.; Correia, Carlos; Cardoso, João. "Submicron Surface Vibration Profiling Using Doppler Self-Mixing Techniques". Advances in Optics 2014 (2014): 1-7. http://dx.doi.org/10.1155/2014/576380. Publicado • 10.1155/2014/576380 Pereira, Helena; Pereira, Telmo Santos; Maldonado, Joao; Pereira, Tania; Almeida, Vania; Correia, Carlos. "Non-invasive assessment of local pulse wave velocity using electromechanical sensors: Feasibility study in a healthy population". Artery Research 8 4 (2014): https://www.sciencedirect.com/science/article/pii/S1872931214002415. Publicado • https://doi.org/10.1016/j.artres.2014.09.179 T. Pereira; H. Santos; H. Pereira; C. Correia; J. Cardoso. "P2.11 ASSESSMENT OF CAROTID DISTENTION WAVEFORM AND LOCAL PULSE WAVE VELOCITY DETERMINATION BY A NOVEL OPTICAL SYSTEM". Artery Research (2014): https://publons.com/wos-op/publon/68897181/. 10.1016/J.ARTRES.2014.09.107 Almeida, Vânia; Vieira, João; Santos, Pedro; Pereira, Tânia; Pereira, H.; Correia, Carlos; Pego, Mariano; Cardoso, João. "Machine Learning Techniques for Arterial Pressure Waveform Analysis". Journal of Personalized Medicine 3 2 (2013): 82-101. http://dx.doi.org/10.3390/jpm3020082. Publicado • 10.3390/jpm3020082 Pereira, Tania; Oliveira, Tatiana; Cabeleira, Manuel; Pereira, Helena; Almeida, Vania; Cardoso, Joao; Correia, Carlos. "Comparison of Low-Cost and Noninvasive Optical Sensors for Cardiovascular Monitoring". IEEE Sensors Journal 13 5 (2013): 1434-1441. http://dx.doi.org/10.1109/jsen.2012.2236549. Publicado • 10.1109/jsen.2012.2236549 Pereira, Tania; Santos, Ines; Oliveira, Tania; Vaz, P.; Correia, Tobias; Pereira, Telmo; Santos, Helder; et al. "Characterization of Optical System for Hemodynamic Multi-Parameter Assessment". Cardiovascular Engineering and Technology 4 1 (2013): 87-97. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874581628&partnerID=MN8TOARS. Publicado • 10.1007/s13239-013-0125-y Pereira, Tania; Vaz, Pedro; Oliveira, T.; Santos, Ines; Pereira, Helena; Almeida, Vânia; Correia, Carlos; Cardoso, Joao. "Empirical mode decomposition for self-mixing Doppler signals of hemodynamic optical probes". Physiological Measurement 34 3 (2013): 377-390. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874465200&partnerID=MN8TOARS. Publicado • 10.1088/0967-3334/34/3/377 Almeida, Vania; Pereira, Helena; Pereira, Tania; Figueiras, Edite; Borges, Elisabeth; Cardoso, Joao; Correia, Carlos. "Piezoelectric probe for pressure waveform estimation in flexible tubes and its application to the cardiovascular system". Sensors and Actuators A: Physical 169 1 (2011): 217-226. http://dx.doi.org/10.1016/j.sna.2011.04.048. Publicado • 10.1016/j.sna.2011.04.048 Pereira, Helena; Pereira, Tania; Almeida, V.; Borges, Elisabeth; Figueiras, E.; Simoes, Jose; Malaquias, Jose; Cardoso, Joao; Correia, Correia. "Characterization of a double probe for local pulse wave velocity assessment". Physiological Measurement 31 11 (2010): 1449-1465. http://www.scopus.com/inward/record.url?eid=2-s2.0-78149329159&partnerID=MN8TOARS. Publicado • 10.1088/0967-3334/31/11/004 Costa, G; Pereira, T; Neto, AM; Cristovao, AJ; Ambrosio, AF; Santos, PF. "High Glucose Changes Extracellular Adenosine Triphosphate Levels in Rat Retinal Cultures". JOURNAL OF NEUROSCIENCE RESEARCH (2009): 10.1002/jnr.21956
Capítulo de livro	Pedro Sousa; Diogo Campas; João Andrade; Pedro Pereira; Tiago Gonçalves; Luís F. Teixeira; Tania Pereira; Hélder P. Oliveira. "Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution". 2026. 10.1007/978-3-031-99568-2_10 Ana M. Freire; Eduardo M. Rodrigues; Joana Vale Sousa; Margarida Gouveia; Daniela Ferreira-Santos; Tânia Pereira; Hélder P. Oliveira; et al. "Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection". 2025. 10.1007/978-3-031-93848-1_21 Pereira, T; Simoes, R; Pereira, Tania; Simoes, Ricardo. "Challenges of thermographic image in medical applications". In Thermal imaging types, advancements and applications. Nova Science Publishers, Inc, 2017. Publicado Pereira, Helena; Maldonado, J; Pereira, Tania; Contente, Maria; Almeida, Vania; Simões, J. B.; Cardoso, Joao; Correia, Cardoso. "Characterization of an Acoustic Based Device for Local Arterial Stiffness Assessment". In Communications in Computer and Information Science, 98-114. Springer Berlin Heidelberg, 2014. Publicado • 10.1007/978-3-662-44485-6_8 Borges, Elisabeth; Sequeira, Mariana; Cortez, André; Pereira, Helena Catarina; Pereira, Tânia; Almeida, Vânia; Vasconcelos, Teresa; et al. "Pine Decay Assessment by Means of Electrical Impedance Spectroscopy". In Communications in Computer and Information Science, 54-73. Springer Berlin Heidelberg, 2014. Publicado • 10.1007/978-3-662-44485-6_5 Pereira, Tania; Santos, Ines; Oliveira, Tatiana; Vaz, Pedro; Santos Pereira, Telmo; Santos, Helder; Almeida, Vania; et al. "Clinical Test for Validation of a New Optical Probe for Hemodynamic Parameters Assessment". In Communications in Computer and Information Science, 269-283. Springer Berlin Heidelberg, 2014. Publicado • 10.1007/978-3-662-44485-6_19 Almeida, Vania; Pereira, Helena; Pereira, Tania; Ferreira, Luis; Correia, Carlos; Cardoso, Joao. "Assessment of the Pulse Wave Variability for a New Non-invasive Device". In The International Conference on Health Informatics, 240-243. Springer International Publishing, 2014. Publicado • 10.1007/978-3-319-03005-0_61 Pereira, Tania; Pereira, Telmo Santos; Cabeleira, Manuel; Matos, Patricia; Borges, Elisabeth; Almeida, Vania; Pereira, H.C.; Cardoso, Joao; Correia, Carlos. "Non-contact Pulse Wave Velocity Assessment Using Optical Methods". In Communications in Computer and Information Science, 246-257. Springer, 2011. Publicado • 10.1007/978-3-642-29752-6 Pereira, Helena; Cardoso, J. M.; Almeida, Vania; Pereira, Tania; Borges, Elisabeth; Figueiras, Edite; Ferreira, L. R.; Simões, J. B.; Correia, Carlos. "Programmable Test Bench for Hemodynamic Studies". In World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 1460-1463. Springer Berlin Heidelberg, 2009. Publicado • 10.1007/978-3-642-03882-2_387
Edição de número de revista	Pereira, Tania. "Special Issue "Radiogenomics: From Imaging to Genotype Characterization"". Applied Sciences (2021): Editor convidado
Poster em conferência	Catarina Dias; Gil Pinheiro; Pereira, Tania; António Cunha; Hélder Oliveira. "Mutation status prediction of lung cancer related genes". Trabalho apresentado em 25th Portuguese Conference on Pattern Recognition, 2019. Xiuyun Liu; Danilo Cardim; Joseph Donnelly; Pereira, Tania; Nate Tran; Judy Chang; Donald Griesdale; Mypinder S. Sekhon; Xiao Hu. "IntracranialPressure and Jugular Venous Pressure in Patients with Hypoxic Ischemic BrainInjury after Cardiac Arrest". Trabalho apresentado em International Symposium onIntracranial Pressure and Neuromonitoring, 2019. Xiuyun Liu; Danilo Cardim; Joseph Donnelly; Pereira, Tania; Nate Tran; Judy Chang; Donald Griesdale; Mypinder S. Sekhon; Xiao Hu. "IntracranialPressure Determines Arterial Blood Pressure through Sympathetic Activities inhigh frequency and in low frequency through Cushing response". Trabalho apresentado em International Symposium on Intracranial Pressure andNeuromonitoring, 2019. Pereira, Tania; Gadhoumi, Kais; Ma, Mitchell; Colorado, Rene; Kevin, Keenan; Meisel, Karl; Hu, Xiao. "Robust Assessment of Photoplethysmogram Signal Quality in The Presence of Atrial Fibrillation". Trabalho apresentado em Computing in Cardiology 2018, 2018. 10.22489/CinC.2018.254 Pereira, Tania; Vilaprinyo, Ester; Mária, Virtu; Muguruza, Jose; Solsona, Francesc; Fernandez, Elvira; Betriu, Angels; Alves, Rui. "Automatic method for the analysis of carotid adventitial vasa vasorum". Trabalho apresentado em IEEE International Symposium on Biomedical Imaging, 2017. Pereira, Tania; Vilaprinyo, Ester; Alves, Rui. "Quantitative design principles for adaptive responses to environmental stress in yeast". Trabalho apresentado em International Conference on Systems Biology (ICSB 2016), 2016. Pereira, Tania; Vilaprinyo, Ester; Alves, Rui. "Design principles for gene expression changes in yeast". Trabalho apresentado em 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC16), 2016. Pereira, Tania; Santos, Ines; Pereira, Telmo Santos; Santos, Helder; Almeida, Vania; Pereira, Helena; Cardoso, João; et al. "Reproducibility of Pulse Wave Analysis and Pulse Wave Velocity in Healthy Subjects". Trabalho apresentado em 7th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2014), 2014. 10.5220/0004802502210228 Pereira, Tânia; Correia, Carlos. "Double probe based in piezoelectric sensors for local pulse wave velocity assessment". Trabalho apresentado em 2012 IEEE 2nd Portuguese Meeting in Bioengineering (ENBENG), 2012. 10.1109/enbeng.2012.6331386
Resumo em conferência	Claúdia Freitas; Pereira, Tania; Gil Pinheiro; Catarina Dias; Venceslau Hespanhol; José Luis Costa; António Cunha; et al. "The role of radiogenomics in EGFR and KRAS mutation status prediction among Non-Small Cell Lung Cancer patients". Trabalho apresentado em CHEST Congress 2020, Bologna, 2020. Publicado • 10.1016/j.chest.2020.05.019 Claúdia Freitas; Pereira, Tania; Gil Pinheiro; Catarina Dias; Venceslau Hespanhol; José Luis Costa; António Cunha; Hélder Oliveira. "Predicting EGFR mutation status in non-small cell lung cancer using radiogenomics modeling". Trabalho apresentado em XXVII Congresso de Pneumologia do Norte, Porto, 2020. Publicado Xiuyun Liu; Danilo Cardim; Joseph Donnelly; Pereira, Tania; Nate Tran; Judy Chang; Donald Griesdale; Mypinder S. Sekhon; Xiao Hu. "Intracranial Pressure and Jugular Venous Pressure in Patients with Hypoxic Ischemic Brain Injury after Cardiac Arrest". Trabalho apresentado em International Symposium on Intracranial Pressure and Neuromonitoring, Leuven, 2019. Publicado Xiuyun Liu; Danilo Cardim; Joseph Donnelly; Pereira, Tania; Nate Tran; Judy Chang; Donald Griesdale; Mypinder S. Sekhon; Xiao Hu. "Intracranial Pressure Determines Arterial Blood Pressure through Sympathetic Activities in high frequency and in low frequency through Cushing response". Trabalho apresentado em International Symposium on Intracranial Pressure and Neuromonitoring, Leuven, 2019. Publicado Xiuyun Liu; Danilo Cardim; Joseph Donnelly; Pereira, Tania; Nate Tran; Judy Chang; Donald Griesdale; Mypinder S. Sekhon; Xiao Hu. "Influence of Hypothemia after Resuscitation from Cardiac Arrest". Trabalho apresentado em International Symposium on Intracranial Pressure and Neuromonitoring, Leuven, 2019. Publicado

Propriedade Intelectual

Pedido provisório de patente

2012. "Patent of national inventions n: 106527; Ref: DMP/01/2012/374456 Date: 2012/11/05, Optical appa- ratus for pulse wave velocity measurement based on self-mixing eect using semiconductor lasers.".

Outros

Outra produção

Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS. 2019. Gil Pinheiro; Tania Pereira; Catarina Dias; Cláudia Freitas; Venceslau Hespanhol; José Luis Costa; António Cunha; Hélder P. Oliveira. https://doi.org/10.1101/794123.
10.1101/794123
e-ECHO: Software that identifies the neovascularization in the carotid from Ultrasound image. Software that identifies the neovascularization in the carotid from Ultrasound image. This tool is based on scientific work: "AutomaticMethods for Carotid Contrast-Enhanced Ultrasound Imaging Quantification of adventitial Vasa Vasorum", Ultrasound in Medicine & Biology 44 (12): 2780-2792 (http://dx.doi.org/10.1016/j.ultrasmedbio.2018.07.027) and it has been tested in the clinical environment. 2017. Pereira, Tania.

Atividades

Apresentação oral de trabalho

	Título da apresentação	Nome do evento Anfitrião (Local do evento)
2021/01/29	Artificial Intelligence - the Future	Escola da Imagiologia Sociedade Portuguesa de Pneumologia (Lisbon, Portugal)
2017	Metabolic constraints and quantitative design principles in gene expression during adaption of yeast to heat shock	15 International Conference On Molecular Systems Biology (ICMSB2017) (Munique, Alemanha)
2013	Local PWV and other Hemodynamic Parameters Assessment: Validation of a New Optical Technique in an Healthy Population	6th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2013) (Barcelona, Espanha)
2013	New optical probe approach using mixing effect in planar photodiode for biomedical applications	SPIE Optics + Optoelectronics (Praga, República Checa)
2011	Optical sensors for cardiovascular assessment	Hospital and Medical Instrumentation subject of 3th year of Master in Biomedical Engineering - specialization in Biomedical Instrumentation and Biomaterials (Coimbra, Portugal)
2011	Hemodynamic Monitoring	Centro Ciência Viva Rómulo de Carvalho, University of Coimbra (Coimbra, Portugal)
2011	Optical methods for local pulse wave velocity	4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2011) (Rome)
2011	Signal Analysis in a new optical pulse waveform profiler for cardiovascular applications	International Conference on Signal and Image Processing and Applications (Creta, Grécia)
2009	Electromechanical devices for hemodynamic assessment	i-techPartner Growth Academy (Coimbra, Portugal)

Orientação

	Título / Tema Papel desempenhado	Curso (Tipo) Instituição / Organização
2022/09 - Atual	Efficient Multimodal Radiopathomics Signatures for Precision Oncology Coorientador de João Nunes	Doctoral Program in Electrical and Computer Engineering (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal
2022/09 - Atual	Deep Learning Multimodal Approaches for Lung Cancer Characterization Orientador de Joana Sousa	Doctoral Program in Electrical and Computer Engineering (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - Atual	A Causal Learning Approach for Lung Cancer Characterisation on Multimodal Data Orientador de Francisco Carvalho Moreira da Silva	Doctoral Program in Computer Science (Doutoramento) Universidade do Porto Faculdade de Ciências, Portugal
2020/11/01 - Atual	Deteção de anormalidades em vídeos de cápsulas endoscópicas através de aprendizagem ativa Coorientador de Ana Monteiro	Bioinformática (Mestrado) Universidade de Trás-os-Montes e Alto Douro, Portugal
2021/09 - 2033/02	Breast Cancer Radiogenomics Coorientador de Ana Silva	Master in Electrical and Computer Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	Learning models for bone segmentation in radiological images Coorientador de Daniela Filipa Oliveira Faria	Master in Electrical and Computers Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	Learning models for bone marrow edema characterization in radiological images Coorientador de Gonçalo José Marques Ribeiro	Master in Electrical and Computers Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	Machine Learning-based approaches for microbiome characterization in cancer Orientador de Pedro Gil Lima Freitas	Master in Electrical and Computers Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	AI-based methods for cancer cells quantification using whole slide imaging Orientador de Sara Carvalho Alves	Master in Electrical and Computers Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	AI-based cancer characterisation using multimodal data Coorientador de Pedro Mendes Antunes de Matos	Master in Bioengineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	AI-based cancer characterisation using semi-supervised learning algorithms Coorientador de Cláudia Patrícia Ferreira Araújo Pinheiro	Master in Data Science and Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	Data Preprocessing Strategies in Cancer Stage Prediction Orientador de Ana Maria Mendes Moreira	Master in Data Science and Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	Neuroblastoma Cancer Radiognomics Coorientador de Mafalda Malafaia Baptista de Oliveira	Master in Bioengineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	A Deep Learning Approach for Predicting Response to Therapy in Cancer Orientador de José Miguel da Costa Simões	Master in Informatics and Computing Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/09	AI-based models to predict the heart rate using PPG signal from wearables during physical exercise Orientador de Lucas Ribeiro	Master in Informatics and Computing Engineering (Mestrado)
2020/01 - 2022/09	Pancreatric cancer characterization using machine learning in CT Images Coorientador de Rita Alves	Master in Biomedical Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/07 - 2022/07	AI-based models to predict the Traumatic Brain Injury outcome Orientador de João Pedro Barbosa Fonseca	Master in Bioengineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/01/01 - 2022/07	Unsupervised methods for lung cancer characterization using CT images Orientador de Marco Ferreira	Internship (Outra) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09 - 2022/06	Designing a software for the pre-operative planning of DIEP-based breast reconstruction Coorientador de Miguel Romariz	Master in Informatics and Computing Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/10 - 2022/01	Neural networks for EGFR mutation status prediction using CT images Orientador	Internship (Outra) Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/10 - 2022/01	Neural networks for EGFR mutation status prediction using CT images Orientador	Internship (Outra) Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/15 - 2021/12	Lung Computed Tomography 3D Image Synthesis using Generative Adversarial Networks Coorientador de Artur Ferreira	Integrated Master in Engineering Computer Networks and Systems (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2020/09/07 - 2021/09	Development of a Robust Method for Lung Segmentation in CT Images Orientador de Joana Sousa	Integrated Master in Bioengineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/01 - 2021/07	Ensemble Methods for Lung Cancer Gene Mutation Prediction Orientador de Alexandra Ventura	Integrated Master in Electrical and Computer Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/01 - 2021/07	Computer Vision approach for bone marrow edema detection in Rx images Coorientador de Joao Franco	Master in Informatics and Computing Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/11/01 - 2021/05	Lung cancer-related genes mutation status prediction using ensemble methods over sparse clinical data Coorientador de Joana Morgado	Universidade do Porto Faculdade de Ciências, Portugal
2020/03/01 - 2021/02/10	Development of deep learning solutions for histopathological images characterization of lung cancer Orientador de João Moura	Master in Informatics Engineering (Mestrado) Universidade do Porto, Portugal
2020/03/01 - 2021/02/10	Development of deep learning solutions for lung tumor prediction using genomics data Orientador de Bernardo Ramos	Master of Informatics Engineering (Mestrado) Universidade do Porto, Portugal
2019/09 - 2020/09/15	Abnormalities Detection on Videos of Endoscopic Capsule Coorientador de Inês Xavier	Integrated Master in Electrical and Computer Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/02/01 - 2020/07/31	Comparison of AI-Models for Lung Tumor Segmentation Orientador	Universidade do Porto Faculdade de Engenharia, Portugal
2020/02/01 - 2020/07/31	Deep learning methods and Biomedical Applications Orientador	Internship (Outra) Universidade do Porto Faculdade de Engenharia, Portugal
2020/02/01 - 2020/07/31	Deep learning methods and Biomedical Applications Orientador	Internship (Outra) Universidade do Porto Faculdade de Engenharia, Portugal
2020/02 - 2020/07/31	Comparison of AI-Models for Lung Segmentation Orientador	Universidade do Porto Faculdade de Engenharia, Portugal
2019/09 - 2020/07/20	Feature engineering for lung cancer gene mutation prediction Orientador de Julieta Frade	Integrated Master in Informatics and Computing Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2019/09 - 2020/07/20	Transfer learning on lung cancer gene mutation status prediction Orientador de Francisco Silva	Integrated Master in Electrical and Computer Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2019/09 - 2020/07/20	Synthesizing Artificial Thoracic CT Images Using Generative Models Coorientador de José Mendes	Integrated Master in Informatics and Computing Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2016/09 - 2019/05	e-ECHO. Automatic analysis of vasa vasorum in carotid Coorientador de Jose Abel	(MSc Thesis) of Master in Computer Science Universitat de Lleida, Espanha
2013/01 - 2018/01	Automatic detection of arterial pulse pressure waveform using machine learning techniques Coorientador de Joana Paiva	Internship (Outra) Universidade de Coimbra, Portugal
2016/09 - 2017/09	Development the mathematical model of glycerol Coorientador de Gisela Altes	Final Project of Bachelor (Licenciatura/Bacharelato) Institut de Recerca Biomèdica de Lleida, Espanha
2016/09 - 2016/12	Combination of mathematical model of gliciolisys and trehalose Coorientador de Francesc Ganau	Final Project of Bachelor (Licenciatura/Bacharelato) Institut de Recerca Biomèdica de Lleida, Espanha
2014/06 - 2014/09	Signal processing algorithms of self-mixing signals Coorientador de Mariana Nogueira	Summer Internship (Outra) Universidade de Coimbra, Portugal
2013/06 - 2013/09	Signal processing algorithms of self-mixing signals Coorientador de Ana Tomé	Summer Internship (Outra) Universidade de Coimbra, Portugal
2012/09 - 2013/03	Analysis and comparison of pulse waveforms form invasive and optical system Coorientador de Sofia Prazeres	Internship (Outra) Universidade de Coimbra, Portugal
2012/06 - 2012/09	Development a new test benches for optical probes Coorientador de Daniel Barata	Summer Internship (Outra) Universidade de Coimbra, Portugal
2012/06 - 2012/09	Optimization a graphical user interface for Getpulse system Coorientador de Nuno Cantao	Summer Internship (Outra) Universidade de Coimbra, Portugal
2011/09 - 2012/09	Pre-Clinical Validation Study of Optical Probes for Hemodynamic Parameters Assessment Coorientador de Ines Santos	(MSc Thesis) of Integrated Master in Biomedical Engineering (Mestrado) Universidade de Coimbra, Portugal
2011/09 - 2012/09	Design of an Optical Probe Based on Coherent Light to Assess Hemodynamic Parameters Orientador de Pedro Vaz	(MSc Thesis) of Integrated Master in Biomedical Engineering from FCTUC (Mestrado) Universidade de Coimbra, Portugal
2011/06 - 2011/09	Development a graphical user interface for Getpulse system Coorientador de Tobias Correia	Summer Internship (Outra) Universidade de Coimbra, Portugal
2011/06 - 2011/09	Development a novel algorithms for pulse wave analysis Coorientador de Patrícia Oliveira	Summer Internship (Outra) Universidade de Coimbra, Portugal
2010 - 2011	Construction of Optical Probes for Arterial Pulse Wave Assessment Coorientador de Tatiana Oliveira	(MSc Thesis) of Integrated Master in Biomedical Engineering (Mestrado) Universidade de Coimbra, Portugal
2010/06 - 2010/09	Development a novel algorithms for pulse wave velocity determination Coorientador de Susana Cerqueira	Summer Internship (Curso de aperfeiçoamento / especialização) Universidade de Coimbra, Portugal
2009 - 2010	Optical measurement of the arterial pulse wave and determination of pulse wave velocity Coorientador de Manuel Cabeleira	Integrated Master in Biomedical Engineering from Faculty of Sciences and Technology of University of Coimbra (Mestrado) Universidade de Coimbra, Portugal

Júri de grau académico

	Tema Tipo de participação	Nome do candidato (Tipo de grau) Instituição / Organização
2024/07/16	Cardiothoracic surgery complications prediction using clinical and telemonitoring data Arguente principal	Carolina Marcos da Silva Martins de Carvalho (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2024/07/16	SPLACH: Synthetic Private Learning through Annotated Concepts Hypothesis Arguente principal	Mariana de Sousa Gandra (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/12	Computer Vision algorithm for Determination of sulfonamides in water Arguente principal	Inês Baptista da Rocha (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2021/10	Lung Segmentation in CT Images: A CNN U-Net hybrid approach on a cross-cohort dataset Orientador	Joana Vale Amaro de Sousa (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/07	Image modality classification in dermatology Arguente principal	Ana Catarina Falcão Morgado (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/07	Detection of Epilepsy in EEGs using sequence models Arguente principal	Miguel Filipe Saraiva Marques (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/07	Ensemble Methods for Lung Cancer Gene Mutation Prediction Orientador	Alexandra Costa Ventura (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/06	Estimação das propriedades óticas de tecidos a partir de dados de reflectância difusa usando modelos de aprendizagem automática Arguente principal	Luis Emanuel Pereira Pinto Fernandes (Mestrado) Instituto Politécnico do Porto, Portugal
2021/03	Deep Learning Solutions for Lung Cancer Characterization in Histopathological Images Orientador	João Moranguinho Bastardo Moura (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/03	An Explainable Approach for Lung Cancer Classification and Integrative Survival Analysis using Omics Data Orientador	Bernardo Manuel Faria Ramos (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/12/09	Conjuntos de Imagens para Sistemas de Avaliação de Feridas Crónicas Arguente principal	Paula Teixeira (Mestrado) Universidade do Porto Faculdade de Medicina, Portugal
2020/07/21	User Sentiment-analysis during Physical Rehabilitation Arguente principal	Diogo Gonçalves (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/07	Estimate the emotional state of a user in physical rehabilitation Arguente principal	Diogo Ricardo Castro Gonçalves (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/07	Pre-training autoencoder for lung cancer characterisation Orientador	Francisco Carvalho Moreira da Silva (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/07	Multiple instance learning for lung cancer characterization in computed tomography scans Orientador	Julieta Pintado Jorge Frade (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/06/02	Review on Image Quality Assessment techniques: Cervical Cancer Applications Arguente principal	Tomé Albuquerque (Outro) Universidade do Porto Faculdade de Engenharia, Portugal

Arbitragem científica em conferência

	Nome da conferência	Local da conferência
2020/10 - 2020/10/31	26th Portuguese Conference on Pattern Recognition	University of Évora
2020/02 - 2020/06	ICIAR 2020: International Conference on Image Analysis and Recognition	Portugal
2019/08 - 2019/10/31	25th Portuguese Conference on Pattern Recognition	Portugal
2019/07 - 2019/08	International Conference on Biomedical Engineering and Biotechnology (ICBEB 2019)	Republic of Korea
2019/02 - 2019/03	IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)	USA
2016 - 2016	IEEE SENSORS 2016	USA
2015 - 2015	IEEE SENSORS 2015	South Korea
2011 - 2011	5th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2012) Biosignals 2012	Portugal

Arbitragem científica em revista

	Nome da revista (ISSN)	Editora
2021/02 - Atual	Frontiers in Physiology	Clinical and Translational Physiology
2019 - Atual	PLoS ONE (1932-6203)	Public Library of Science
2019 - Atual	Scientific Reports (2045-2322)	Springer Science and Business Media LLC
2019 - Atual	Psychoneuroendocrinology (0306-4530)	Elsevier
2019 - Atual	IEEE Transactions on Biomedical Engineering (1558-2531)	Institute of Electrical and Electronics Engineers
2019 - Atual	IEEE Reviews in Biomedical Engineering (1941-1189)	Institute of Electrical and Electronics Engineers
2019 - Atual	Biochimica et Biophysica Acta (BBA) - General Subjects (0304-4165)	Elsevier
2019 - Atual	Sensors (1424-8220)	MDPI AG
2018 - Atual	Biomedical Physics & Engineering Express (2057-1976)	IOP Publishing
2016 - Atual	Medicines (2305-6320)	MDPI AG
2016 - Atual	Biomedical Research (1880-313X)	Biomedical Research Press
2016 - Atual	Biomedical Signal Processing and Control (1746-8094)	Elsevier
2016 - Atual	Medical Engineering & Physics (1350-4533)	Elsevier
2016 - Atual	Mathews Journal of Surgery
2016 - Atual	IEEE Journal of Biomedical and Health Informatics (2168-2208)	Institute of Electrical and Electronics Engineers
2016 - Atual	Mathews Journal of Cardiology
2015 - Atual	Journal of Translational Engineering in Health and Medicine
2015 - Atual	International Journal of Computer Assisted Radiology and Surgery (1861-6429)	Springer-Verlag
2015 - Atual	Journal of Diabetes Research (2314-6753)	Hindawi Limited
2015 - Atual	Computational and Mathematical Methods in Medicine (1748-6718)	Hindawi Limited
2014 - Atual	Journal of Intelligent Systems (2191-026X)	Walter de Gruyter GmbH
2014 - Atual	International Journal of Cardiovascular Research (2324-8602)	OMICS Publishing Group
2014 - Atual	Archives of Medical Research (0188-4409)	Elsevier
2014 - Atual	Medical & Biological Engineering & Computing (1741-0444)	Springer-Verlag

Comissão de avaliação

	Descrição da atividade Tipo de assessoria	Instituição / Organização	Entidade financiadora
2020/08 - 2020/09	Part of the jury of a research grant - (AE2020-0130) Membro	Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia
2018 - 2018	Reviewer of applications on the "ATIP – Avenir Program – Edition 2018 Young group leader" funded by Institut national de la santé et de la recherche médicale (Inserm), France Avaliador	INSERM, França	INSERM
2016/09 - 2016/12	Evaluation of Scientific Proposal from Czech Health Research Council – established by the Ministry of Health of the Czech Republic Avaliador	Czech Health Research Council – Ministry of Health of the Czech Republic, República Checa	Czech Health Research Council – Ministry of Health of the Czech Republic

Curso / Disciplina lecionado

	Disciplina	Curso (Tipo)	Instituição / Organização
2021/01/29 - 2021/01/29	Artificial Intelligence - the Future	(Outros)	Sociedade Portuguesa de Pneumologia, Portugal

Entrevista (jornal / revista)

	Descrição da atividade	Jornal / Forum
2019/04	Tânia troca Viseu pela Califórnia e afirma-se na investigação científica - Description of my scientific international experience	Diário de Viseu
2011	Presentation of the developed optical devices that led me to win the "Best Student Paper Award" with the work: Optical Methods For Local Pulse Wave Velocity Assessment in the International Conference on Bio-inspired Systems and Signal Processing – Biosignals 2011 in Rome, Italy. http://www.uc.pt/iii/novidades/2011/n20110208n01 http://www.rtp.pt/noticias/saude/aluna-da-universidade-de-coimbra-venceu-premio-internacional_v416349 https://www.mundoportugues.pt/58196/	UC + RTP +MundoPortugues

Outro júri / avaliação

	Descrição da atividade	Instituição / Organização
2020/02 - 2020/02	Evaluation of monography developed for MSc thesis / Student: Diogo Gonçalves / Title: User Sentiment-analysis during Physical Rehabilitation / Integrated Master in Biomedical Engineering (Master)	Universidade do Porto Faculdade de Engenharia, Portugal
2020/01/29 - 2020/01/29	Evaluation of monography developed for MSc thesis / Student: Bruno Alexandre Oliveira Dias / Title: Classification of 3D models of images from photographies for skin cancer screening / Integrated Master in Informatics andComputing Engineering (Master)	Universidade do Porto Faculdade de Engenharia, Portugal
2020/01/29 - 2020/01/29	Evaluation of monography developed for MSc thesis / Student: Julieta Frade / Title: Feature engineering for lung cancer gene mutation prediction / Integrated Master in Informatics and Computing Engineering (Master)	Universidade do Porto Faculdade de Engenharia, Portugal

Tutoria

	Tópico	Nome do aluno
2020/11/01 - Atual	The fusion of semantic and radiomic features for lung cancer characterization	Mafalda Oliveira
2020/07/01 - Atual	A Deep Learning approach for lung cancer characterisation on multimodal data	Francisco Silva
2018/01 - 2020/12/31	Algorithms for cardiac events detection	Nate Tran

Distinções

Outra distinção

2013	Short list of candidates to win the BIOSIGNALS 2013 best student paper award "Local PWV and other Hemodynamic Parameters Assessment: Validation of a New Optical Technique in an Healthy Population", T. Pereira, I. Santos, T. Oliveira, P. Vaz, T. Pereira, H
2013	Best Student Paper Award: “Bioimpedance Parameter as a Risk Factor to Assess Pine Decay - An Innovative Approach to the Diagnosis of Plant Diseases”, E. Borges, M. Sequeira, André F. V. Cortez, H. Catarina Pereira, T. Pereira, V. Almeida, T. M. Vasconcelo
2013	Best Student Paper Award: “Assessment of Physiological States of Plants in situ - An Innovative Approach to the use of Electrical Impedance Spectroscopy” E. Borges, M. Sequeira, André F. V. Cortez, H. Catarina Pereira, T. Pereira, V. Almeida, T. M. Vascon
2011	Best student paper award: “Optical Methods For Local Pulse Wave Velocity Assessment”, T. Pereira, M. Cabeleira, P. Matos, E. Borges, V. Almeida, J. Cardoso, C. Correia