Pointwise Reliability of Machine Learning Models: Application to Cardiovascular Risk Assessment J Henriques, T Rocha, S Paredes, P Gil, J Loureiro, L Petrella European Medical and Biological Engineering Conference, 213-222, 2024 | | 2024 |
Digital health solution for monitoring and surveillance of Amyotrophic Lateral Sclerosis in Brazil IMP Barbalho, ALA Fonseca, F Fernandes, J Henriques, P Gil, D Nagem, ... Frontiers in Public Health 11, 1209633, 2023 | 2 | 2023 |
Computational methods applied to syphilis: where are we, and where are we going? G Albuquerque, F Fernandes, IMP Barbalho, DMS Barros, PSG Morais, ... Frontiers in Public Health 11, 1201725, 2023 | | 2023 |
Osteoporosis screening using machine learning and electromagnetic waves GA Albuquerque, DDA Carvalho, AS Cruz, JPQ Santos, GM Machado, ... Scientific Reports 13 (1), 12865, 2023 | 3 | 2023 |
Recovering the graph underlying networked dynamical systems under partial observability: a deep learning approach S Machado, A Sridhar, P Gil, J Henriques, JMF Moura, A Santos Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 9038-9046, 2023 | 3 | 2023 |
Computational Model of a Three-Phase Induction Machine: Towards the Development of a Smart Method for Fault Diagnosis L Petrella, D Foito, P Gil, J Henriques, A Cardoso 2023 6th Experiment@ International Conference (exp. at'23), 227-231, 2023 | | 2023 |
A Machine Learning based approach to osteoporosis classification: correlational and comparative analysis between Osseus and DXA exams GA Albuquerque, DDA de Carvalho, AS Cruz, JPQ Santos, GM Machado, ... | | 2023 |
Technical Components Integration Using APIs for Predictive Maintenance in the Context of Industry 4.0 Digital Transformation A Cardoso, J Oliveira, D Neto, M Fernandes, L Petrella, J Henriques, P Gil, ... International Conference on Remote Engineering and Virtual Instrumentation …, 2023 | 1 | 2023 |
Development of technologies to support the diagnosis of infectious diseases and cancer to support the primary health care MAC Ferreira, DDA Carvalho, AS Cruz, KD Coutinho, CAP Oliveira, ... Research on Biomedical Engineering 39 (1), 27-35, 2023 | 1 | 2023 |
GRACE PLUS: A data fusion-based approach to improve GRACE score in the risk assessment of Acute Coronary Syndrome ABL Neto, JP Sousa, P Gil, J Henriques Information Fusion 91, 388-395, 2023 | 3 | 2023 |
A hybrid deep learning-based approach for rolling bearing fault prognostics D Neto, L Petrella, J Henriques, P Gil, A Cardoso IFAC-PapersOnLine 56 (2), 6588-6593, 2023 | | 2023 |
Development of a cyclic voltammetry-based method for the detection of antigens and antibodies as a novel strategy for syphilis diagnosis GMC Barros, DDA Carvalho, AS Cruz, EKL Morais, AIL Sales-Moioli, ... International journal of environmental research and public health 19 (23), 16206, 2022 | 4 | 2022 |
A deep learning-based approach for hybrid nonlinear systems dynamics approximation V Bastos, L Palma, A Cardoso, P Gil 17th International Conference on Emerging Technologies (ICET), 190-195, 2022 | | 2022 |
A Deep Learning Approach for Data-Driven Predictive Maintenance of Rolling Bearings D Neto, J Henriques, P Gil, C Teixeira, A Cardoso APCA International Conference on Automatic Control and Soft Computing, 587–598, 2022 | 4 | 2022 |
Industrial Automation Home-Lab (IAH-Lab) for Teaching/Learning During Covid-19 Pandemic LB Palma, RA Antunes, P Gil APCA International Conference on Automatic Control and Soft Computing, 130-141, 2022 | | 2022 |
The quest for GRACE 3.0: improving our beloved risk score with machine learning J Sousa, A Lima, P Gil, J Henriques, L Goncalves European Heart Journal 42 (Supplement_1), ehab724. 1094, 2021 | | 2021 |
A compressive receding horizon approach for smart home energy management J Leitão, CM Fonseca, P Gil, B Ribeiro, A Cardoso IEEE Access 9, 100407-100435, 2021 | 4 | 2021 |
Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic review F Fernandes, I Barbalho, D Barros, R Valentim, C Teixeira, J Henriques, ... Biomedical engineering online 20 (1), 61, 2021 | 41 | 2021 |
Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic review MET Dourado Junior, F Fernandes, I Barbalho, D Barros, R Valentim, ... Biomedical Engineering Online, 2021 | | 2021 |
Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic F Fernandes, I Barbalho, D Barros, R Valentim, C Teixeira, J Henriques, ... | | 2021 |