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TITLE: Machine learning in the context of better healthcare in aging
AUTHORS: Henriques, J ; Ribeiro, C; Rocha, T; Paredes, S ; De Carvalho, P; Duarte, AI; Freitas, AA; Cunha Oliveira, T; Pereira, FB ;
PUBLISHED: 2022, SOURCE: Aging: From Fundamental Biology to Societal Impact
INDEXED IN: Scopus CrossRef
12
TITLE: Models for risk assessment and stratification
AUTHORS: Rocha, T; Paredes, S ; De Carvalho, P; Henriques, J ;
PUBLISHED: 2022, SOURCE: Personalized Health Systems for Cardiovascular Disease
INDEXED IN: Scopus CrossRef
13
TITLE: A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario  Full Text
AUTHORS: Valente, F; Henriques, J ; Paredes, S ; Rocha, T ; de Carvalho, P ; Morais, J;
PUBLISHED: 2021, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 117
INDEXED IN: Scopus WOS CrossRef: 26
14
TITLE: Complexity Analysis of a Biosignal Time Series Similarity Indexing Approach
AUTHORS: Rocha, T ; Paredes, S ; Carvalho, P; Henriques, J ;
PUBLISHED: 2021, SOURCE: 8th European Medical and Biological Engineering Conference, EMBEC 2020 in IFMBE Proceedings, VOLUME: 80
INDEXED IN: Scopus CrossRef
15
TITLE: Identification of Clinically Relevant Rules: An Interpretable Approach for CVD Risk Assessment
AUTHORS: Paredes, S ; Henriques, J ; Rocha, T ; de Carvalho, P; Morais, J;
PUBLISHED: 2021, SOURCE: 8th European Medical and Biological Engineering Conference, EMBEC 2020 in IFMBE Proceedings, VOLUME: 80
INDEXED IN: Scopus CrossRef
16
TITLE: Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems  Full Text
AUTHORS: Valente, Francisco; Henriques, Jorge ; Paredes, Simao ; Rocha, Teresa; de Carvalho, Paulo; Morais, Joao;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), VOLUME: 2021-January
INDEXED IN: Scopus WOS CrossRef: 3
17
TITLE: A Matlab Tool for Solving Linear Goal Programming Problems
AUTHORS: Rocha, T ; Borges, A; Paredes, S ; Pinho, A;
PUBLISHED: 2019, SOURCE: 5th Experiment at International Conference, exp.at 2019 in Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019
INDEXED IN: Scopus CrossRef: 4
18
TITLE: A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk
AUTHORS: Paredes, S ; Henriques, J ; Rocha, T ; De Carvalho, P; Oliveira, D; Morais, J; Carvalho, R; Ruivo, C;
PUBLISHED: 2019, SOURCE: 5th Experiment at International Conference, exp.at 2019 in Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019
INDEXED IN: Scopus CrossRef
19
TITLE: Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events
AUTHORS: Nunes, D; Rocha, T ; Traver, V; Teixeira, C; Ruano, M; Paredes, S ; Carvalho, P ; Henriques, J ;
PUBLISHED: 2019, SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
INDEXED IN: Scopus WOS CrossRef
20
TITLE: A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment
AUTHORS: Paredes, S ; Henriques, J ; Rochar, T ; Mendes, D; Carvalho, P; Moraisl, J; Bianchi, A; Salcedof, V;
PUBLISHED: 2018, SOURCE: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, VOLUME: 2018-July
INDEXED IN: Scopus CrossRef: 3
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