Licenciatura em Engenharia Eletrotécnica e de Computadores (1999, IST – UL)
Doutoramento em Engenharia Eletrotécnica e de Computadores (2008, IST – UL)
Instrumentação e Processamento de Biossinais
Aprendizagem Automática Aplicada a Engenharia Biomédica
AISym4MED Synthetic and scalable data platform for medical empowered AI (H2020 2023-2026)
ETERNITY - European Training Network on Electromagnetic Risks in Medical Technology (H2020-MSCA-ITN-2020-955816 2019-2024)
VIT - Polymer engineering via molecular design: embedding electrical and optical properties into VITrimers (H2020-MSCA-ITN-2021- 101008237 2021-2026)
Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-Based Imputation, Isabel Curioso, Ricardo Santos, Bruno Ribeiro, André Carreiro, Pedro Coelho, José Fragata, Hugo Gamboa, Journal of King Saud University-Computer and Information Sciences, 2023, 10.1016/j.jksuci.2023.101562
Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis, Federico Cabitza, Andrea Campagner, Luca Ronzio, Matteo Cameli, Giulia Elena Mandoli, Maria Concetta Pastore, Luca Sconfienza, Duarte Folgado, Marília Barandas, Hugo Gamboa, Artificial Intelligence in Medicine Volume 138, April 2023, 102506 10.1016/j.artmed.2023.102506
Diagnosis of covid-19 by sound-based analysis of vocal recordings, Pedro Carreiro-Martins, Paulo Paixão, Iolanda Caires, Ana Rodrigues, Pedro Matias, Hugo Gamboa, André Carreiro, Filipe Soares, Pedro Gomez, Joana Sousa, Nuno Neuparth, Pulmonology 10.1016/j.pulmoe.2023.03.003
A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography, Margarida Antunes, Duarte Folgado, Marília Barandas, André Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa, Biomedical Signal Processing and Control Volume 79, Part 1, January 2023, 104011 10.1016/j.bspc.2022.104011
Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation Rodrigues, J.; Liu, H.; Folgado, D. ; Schultz, T.; Gamboa, H. Biosensors, 2022, 12(12), 1182 10.3390/bios12121182
Respiratory Inductance Plethysmography to Assess Fatigability during Repetitive Work
Luís Silva, Mariana Dias, Duarte Folgado, Maria Nunes, Praneeth Namburi, Brian Anthony, Diogo Carvalho, Miguel Carvalho, Elazer Edelman, Hugo Gamboa, Sensors 22 (11), 424 10.3390/s22114247
Posture Risk Assessment in an Automotive Assembly Line using Inertial Sensors
Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, André Carreiro, Sara Madeira, Hugo Gamboa, IEEE Access 2022 10.1109/ACCESS.2022.3196473
Automatic Cognitive Fatigue Detection Using Wearable fNIRS and Machine Learning
R Varandas, R Lima, SBI Badia, H Silva, H Gamboa, Sensors 22 (11), 4010 10.3390/s22114010
Attention Classification Based on Biosignals during Standard Cognitive Tasks for Occupational Domains, P Gamboa, R Varandas, J Rodrigues, C Cepeda, C Quaresma, H Gamboa, Computers 2022, 11(4), 49" 10.3390/computers11040049
Uncertainty-Based Rejection in Machine Learning: Implications for Model Development and Interpretability M Barandas, D Folgado, R Santos, R Simão, H Gamboa
Electronics 11 (3), 396 10.3390/electronics11030396
Patentes
Method and device for assessing physical movement of an operator during a work cycle execution on an industrial manufacturing work station Duarte Folgado, Marília Barandas, Miguel Carvalho, Hugo Gamboa, European Patent, EP 3 758 023 A1
Ligações
https://docentes.fct.unl.pt/h-gamboa/
https://orcid.org/0000-0002-4022-7424
https://www.scopus.com/authid/detail.uri?authorId=57200265948
https://www.webofscience.com/wos/author/record/M-8799-2013
https://novaresearch.unl.pt/en/persons/hugo-filipe-silveira-gamboa