Teresa Raquel Corga Teixeira da Rocha


AuthID: R-000-PW9

Confirmed Publications: 89



1
TITLE: Cardiovascular Risk Assessment: An Interpretable Machine Learning Approach
AUTHORS: Paredes, S. ; Rocha, T. ; de Carvalho, P.; Roseiro, I.; Henriques, J.; Sousa, J.;
PUBLISHED: 2024, SOURCE: 5th International Conference on Biomedical and Health Informatics (ICBHI) in INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS 2022, ICBHI 2022, VOLUME: 108
INDEXED IN: Scopus WOS
2
TITLE: Interpretability and Explainability of Machine Learning Models: Achievements and Challenges
AUTHORS: Henriques, J.; Rocha, T. ; de Carvalho, P.; Silva, C.; Paredes, S. ;
PUBLISHED: 2024, SOURCE: 5th International Conference on Biomedical and Health Informatics (ICBHI) in INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS 2022, ICBHI 2022, VOLUME: 108
INDEXED IN: Scopus WOS
3
TITLE: Interpretability and Personalization Aspects in the Development of Clinical Risk Assessment Models
AUTHORS: Paredes, S. ; Sousa, S.; Henriques, J.; Rocha, T. ; Paulo Gil; Goncalves, L.;
PUBLISHED: 2024, SOURCE: Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH) in MEDICON 2023 AND CMBEBIH 2023, VOL 1, VOLUME: 93
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
4
TITLE: Pointwise Reliability of Machine Learning Models: Application to Cardiovascular Risk Assessment
AUTHORS: Henriques, Jorge; Rocha, Teresa ; Paredes, Simao ; Paulo Gil; Loureiro, Joao; Petrella, Lorena;
PUBLISHED: 2024, SOURCE: 9th European Medical and Biological Engineering Conference (EMBEC) in 9TH EUROPEAN MEDICAL AND BIOLOGICAL ENGINEERING CONFERENCE, VOL 2, EMBEC 2024, VOLUME: 113
INDEXED IN: Scopus WOS CrossRef
5
TITLE: An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment
AUTHORS: Roseiro, M.; Henriques, J.; Paredes, S. ; Rocha, T. ; Sousa, J.;
PUBLISHED: 2023, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 230
INDEXED IN: Scopus WOS CrossRef: 10
IN MY: ORCID
6
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: 19
IN MY: ORCID
7
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
IN MY: ORCID
8
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
IN MY: ORCID
9
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
IN MY: ORCID
10
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
IN MY: ORCID
Page 1 of 9. Total results: 89.

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