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Identificação

Identificação pessoal

Nome completo
Teresa Rocha

Nomes de citação

  • Rocha, Teresa

Identificadores de autor

Ciência ID
7F1C-E54F-A6BD
ORCID iD
0000-0002-3497-7368
Formação
Grau Classificação
2013/05/21
Concluído
 Engenharia Informática (Doutoramento)
Especialização em Sem especialidade
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Similarity Based Approaches for the Analysis and Prediction of Physiologic Times Series" (TESE/DISSERTAÇÃO)
1995 - 1998
Concluído
 Engenharia Biomédica (Mestrado)
Universidade de Coimbra Faculdade de Medicina, Portugal
"Desenvolvimento de um visualizador de imagens e conversor para formato DICOM" (TESE/DISSERTAÇÃO)
1985 - 1990
Concluído
 Engenharia Informática (Licenciatura)
Especialização em Automação e Controlo
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Modelação Dinâmica de um Forno Rotativo de Calcinação" (TESE/DISSERTAÇÃO)
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
1999/10/01 - Atual Professor Adjunto (Docente Ensino Superior Politécnico) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
1996/11/01 - 1999/09/30 Assistente (Docente Ensino Superior Politécnico) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
1992/12/01 - 1993/10/01 Assistente de Direção do Departamento de Informática Sociedade Figueira Praia S.A, Portugal
1990/11/01 - 1992/11/01 Engenheiro de Sistemas Administração dos Portos do Douro e Leixões, Portugal
Projetos

Projeto

Designação Financiadores
2018/07/16 - 2021/07/15 LookAfterRisk - Dynamic risk assessment using home-mobile technologies for the management of myocardial infarction patients
PTDC/EEI-COM/30290/2017
Investigador
Universidade de Coimbra, Portugal

Centro Hospitalar Leiria EPE, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2013/07/01 - 2015/09/30 cardioRisk - Personalized Cardiovascular Risk Assessment through Fusion of Current Risk Tools
PTDC/EEI-SII/2002/2012
Investigador
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2013/01 - 2015/07 iCIS - Intelligent Computing in the Internet of Services
CENTRO-07-ST24-FEDER-002003
Investigador
Concluído
2012/10/01 - 2014/09/30 HeartWays - Advanced solutions for Supporting Cardiac Patients in Rehabilitation
FP7-315659
Investigador
Concluído
2008/03/01 - 2013/08/31 HeartCycle - Compliance and effectiveness in HF and CHD closed-loop management
FP7 - 216695
Investigador
Concluído

Outro

Designação Financiadores
2023/01/01 - 2025/12/31 NextGenAI - Centre For Responsible AI
NextGenAI - Centre For Responsible AI
Investigador
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Em curso
Produções

Publicações

Artigo em conferência
  1. Rocha, Teresa; Borges, Ana; Paredes, Simao; Pinho, Andre. "A Matlab Tool for Solving Linear Goal Programming Problems". 2019.
    10.1109/expat.2019.8876520
  2. Paredes, Simao; Henriques, Jorge; Rocha, Teresa; de Carvalho, Paulo; Oliveira, Daniel; Morais, Joao; Carvalho, Rita; Ruivo, Catarina. "A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk". 2019.
    10.1109/expat.2019.8876523
  3. Nunes, D.; Rocha, T.; Traver, V.; Teixeira, C.; Ruano, M.; Paredes, S.; Carvalho, P.; Henriques, J.. "Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events". 2019.
    10.1109/embc.2019.8857591
  4. Nunes, D.; Leal, A.; Rocha, T.; Traver, V.; Teixeira, C.; Ruano, M.; Paredes, S.; Carvalho, P.; Henriques, J.. "Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces". 2018.
    10.1109/embc.2018.8513096
  5. Rocha, T.; Paredes, S.; Henriques, J.; Carvalho, P.; Cardoso, A.; Gil, P.. "Adaptive Control Learning Based on a Similarity Measure". 2018.
    10.1109/controlo.2018.8514277
  6. Paredes, Simao; Henriques, Jorge; Rocha, Teresa; de Carvalho, Paulo; Morais, Joao; Santos, Luis; Carvalho, Rita. "The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions". 2018.
    10.1109/bibm.2018.8621327
  7. Paredes, S.; Henriques, J.; Rocha, T; Mendes, D.; Carvalho, P.; Moraisl, J.; Bianchi, A.; Salcedof, V.. "A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment". 2018.
    10.1109/embc.2018.8512956
  8. Nunes, D.; Carvalho, P.; Henriques, J.; Rocha, T.. "Multiparametric prediction with application to early detection of cardiovascular events". 2017.
    10.1109/RTSI.2017.8065978
  9. Mendes, D.; Paredes, S.; Rocha, T.; Henriques, J.; Carvalho, P.; Morais, J.. "Knowledge and data driven approaches applied to clinical assessment". 2017.
    10.1007/978-981-10-5122-7_34
  10. Kianimajd, A.; Ruano, M.G.; Carvalho, P.; Henriques, J.; Rocha, T.; Paredes, S.. "Validation of a similarity measurement method for clustering cardiac signals". 2017.
    10.1109/ENBENG.2017.7889435
  11. Mendes, D.; Paredes, S.; Rocha, T.; Carvalho, P.; Henriques, J.; Morais, J.. "An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment". 2017.
    10.1109/EMBC.2017.8037401
  12. Mendes, D.; De Carvalho, P.; Henriques, J.; Paredes, S.; Rocha, T.; Morais, J.. "Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment". 2017.
    10.1109/RTSI.2017.8065960
  13. Henriques, J.; Carvalho, P.; Rocha, T.; Paredes, S.; Cabiddu, R.; Trimer, R.; Mendes, R.; et al. "A non-exercise based V02max prediction using FRIEND dataset with a neural network". 2017.
    10.1109/EMBC.2017.8037783
  14. Paredes, S.; Mendes, D.; Rocha, T.; Carvalho, P.; Henriques, J.; Morais, J.. "Strategies for personalized risk assessment for CVD management". 2016.
    10.1109/BHI.2016.7455905
  15. Bianchi, A.M.; Henriques, J.; Monteiro, C.I.; Borghi-Silva, A.; Carvalho, P.; Migliorini, M.; Rocha, T.; et al. "Identification of CVD risk parameters during sleep". 2016.
    10.1109/BHI.2016.7455907
  16. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "Strategies for prediction of cardio-vascular status without explicit modeling". 2016.
    10.1109/BHI.2016.7455904
  17. Mendes, D.; Paredes, S.; Rocha, T.; Carvalho, P.; Henriques, J.; Morais, J.. "Improving clinical models based on knowledge extracted from current datasets: A new approach". 2016.
    10.1109/EMBC.2016.7591188
  18. Carvalho, P.; Henriques, J.; Teixeira, C.A.; Couceiro, R.; Rocha, T.; Mendes, L.; Rocha, B.; et al. "Biodata analytics for COPD". 2016.
    10.1109/BHI.2016.7455936
  19. Mendes, D.; Paredes, S.; Rocha, T.; Carvalho, P.; Henriques, J.; Cabiddu, R.; Morais, J.. "Assessment of cardiovascular risk based on a data-driven knowledge discovery approach". 2015.
    10.1109/EMBC.2015.7319955
  20. Henriques, J.; Carvalho, P.; Rocha, T.; Paredes, S.; Morais, J.. "Multi-parametric trends analysis and events prediction in the context of a cardiac rehabilitation system". 2015.
    10.1007/978-3-319-11128-5_169
  21. Rocha, T.; Paredes, S.; Carvalho, P.; Morais, J.; Henriques, J.. "Trend Analysis of Telemonitoring for the Prediction of Heart Failure Decompensation Events". 2015.
    10.1007/978-3-319-11128-5_168
  22. Tavares, M.; Paredes, S.; Rocha, T.; Carvalho, P.; Ramos, J.; Mendes, D.; Henriques, J.; Morais, J.. "Expert knowledge integration in the data mining process with application to cardiovascular risk assessment". 2015.
    10.1109/EMBC.2015.7318909
  23. Mendes, D.; Paredes, S.; Rocha, T.; Carvalho, P.; Marques, T.; Henriques, J.; Morais, J.. "Short-term Cardiovascular Disease Risk Assessment: Comparison of two Combination Approaches". 2015.
    10.1007/978-3-319-11128-5_167
  24. Cabiddu, R.; Trimer, R.; Monteiro, C.I.; Borghi-Silva, A.; Trimer, V.; Carvalho, P.; Rocha, T.; et al. "Correlation between autonomous function and left ventricular performance after acute myocardial infarction". 2015.
    10.1109/EMBC.2015.7319108
  25. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "Hypertension risk assessment based on a trend prediction methodology". 2014.
    10.1007/978-3-319-03005-0_47
  26. Rocha, T.; Paredes, S.; Morais, J.; Carvalho, P.; Henriques, J.. "Pattern detection in vital signals daily collected by means of a tele-monitoring application". 2014.
    10.1007/978-3-319-03005-0_49
  27. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects". 2014.
    10.1109/BHI.2014.6864448
  28. Carvalho, P.; Henriques, J.; Paredes, S.; Rocha, T.; Ramos, J.. "Cardiovascular risk prediction during cardiac rehabilitation". 2014.
    10.1007/978-3-319-03005-0_52
  29. Rocha, T.; Paredes, S.; De Carvalho, P.; Henriques, J.. "Detection of arrhythmic events by means of trend prediction of physiological time series in pHealth systems". 2014.
  30. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Morais, J.. "Matlab tool for cardiovascular disease risk prediction". 2013.
    10.1109/ExpAt.2013.6703067
  31. Paredest, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Morais, J.. "Simulation software applied to short term cardiovascular disease risk assessment". 2013.
    10.1109/ExpAt.2013.6703041
  32. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "Matlab tool applied to the trend prediction of physiological time series". 2013.
    10.1109/ExpAt.2013.6703066
  33. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "Trend prediction methodology based on time series similarity analysis and Haar wavelet decomposition". 2013.
    10.1109/ExpAt.2013.6703043
  34. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Rasteiro, D.; Morals, J.; Ferreira, J.; Mendes, M.. "Fusion of risk assessment models with application to coronary artery disease patients". 2011.
    10.1109/IEMBS.2011.6090227
  35. Rocha, T.; Paredes, S.; De Carvalho, P.; Henriques, J.; Antunes, M.. "Phase space reconstruction approach for ventricular arrhythmias characterization". 2008.
  36. Henriques, J.; Carvalho, P.; Gil, P.; Marques, A.; Rocha, T.; Ribeiro, B.; Antunes, M.; Schmidt, R.; Habetha, J.. "Ventricular arrhythmias assessment". 2007.
    10.1109/IEMBS.2007.4353173
Artigo em revista
  1. M. Roseiro; J. Henriques; S. Paredes; T. Rocha; J. Sousa. "An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment". Computer Methods and Programs in Biomedicine (2023): https://doi.org/10.1016/j.cmpb.2023.107347.
    10.1016/j.cmpb.2023.107347
  2. Valente, Francisco; Henriques, Jorge; Paredes, Simão; Rocha, Teresa; de Carvalho, Paulo; Morais, João. "A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario". Artificial Intelligence in Medicine 117 (2021): 102113. http://dx.doi.org/10.1016/j.artmed.2021.102113.
    10.1016/j.artmed.2021.102113
  3. Paredes, Simão; Henriques, Jorge; Rocha, Teresa; Valente, Francisco; Carvalho, Paulo; Morais, Joao. "Interpretable and personalized CVD risk assessment: Innovative approaches,". EUROPEAN JOURNAL OF CLINICAL INVESTIGATION 51 (2021):
    Publicado
  4. Mendes, D.; Paredes, S.; Rocha, T.; Carvalho, P.; Henriques, J.; Morais, J.. "Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective". International Journal of Information Technology & Decision Making 17 01 (2018): 133-153. http://dx.doi.org/10.1142/s0219622017500353.
    10.1142/s0219622017500353
  5. Kianimajd, A.; Ruano, M.G.; Carvalho, P.; Henriques, J.; Rocha, T.; Paredes, S.; Ruano, A.E.. "Comparison of different methods of measuring similarity in physiologic time series". IFAC-PapersOnLine 50 1 (2017): 11005-11010. http://www.scopus.com/inward/record.url?eid=2-s2.0-85018669371&partnerID=MN8TOARS.
    10.1016/j.ifacol.2017.08.2479
  6. Paredes, S.; Rocha, T.; Mendes, D.; Carvalho, P.; Henriques, J.; Morais, J.; Ferreira, J.; Mendes, M.. "New approaches for improving cardiovascular risk assessment". Revista Portuguesa de Cardiologia 35 1 (2016): 5-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-84957846069&partnerID=MN8TOARS.
    10.1016/j.repc.2015.10.006
  7. Rocha, T.; Paredes, S.; Cabiddu, R.; Couceiro, R.; Carvalho, P.; Henriques, J.. "A tool for ECG analysis as a module of a tele-monitoring system". International Journal of Online Engineering 12 4 (2016): 64-67. http://www.scopus.com/inward/record.url?eid=2-s2.0-84968845809&partnerID=MN8TOARS.
    10.3991/ijoe.v12i04.5260
  8. Marques, T.; Henriques, J.; de Carvalho, P.; Paredes, S.; Rocha, T.; Morais, J.. "Personalization Based on Grouping Strategies for Short-Term Cardiovascular Event Risk Assessment". Cardiovascular Engineering and Technology 6 3 (2015): 392-399. http://www.scopus.com/inward/record.url?eid=2-s2.0-84938596902&partnerID=MN8TOARS.
    10.1007/s13239-015-0228-8
  9. Paredes, S.; Rocha, T.; de Carvalho, P.; Henriques, J.; Morais, J.; Ferreira, J.. "Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease". Medical and Biological Engineering and Computing 53 10 (2015): 1069-1083. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944356539&partnerID=MN8TOARS.
    10.1007/s11517-015-1342-3
  10. Paredes, S.; Rocha, T.; de Carvalho, P.; Henriques, J.; Mendes, D.; Cabete, R.; Cabiddu, R.; Bianchi, A.; Morais, J.. "The CardioRisk project: Improvement of cardiovascular risk assessment". Journal of Computational Science 9 (2015): 39-44. http://www.scopus.com/inward/record.url?eid=2-s2.0-84928683715&partnerID=MN8TOARS.
    10.1016/j.jocs.2015.04.025
  11. Henriques, J.; Carvalho, P.; Paredes, S.; Rocha, T.; Habetha, J.; Antunes, M.; Morais, J.. "Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data". IEEE Journal of Biomedical and Health Informatics 19 5 (2015): 1757-1769. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941044774&partnerID=MN8TOARS.
    10.1109/JBHI.2014.2358715
  12. Paredes, S.; Marques, T.; Rocha, T.; de Carvalho, P.; Henriques, J.; Morals, J.. "Personalization algorithms applied to cardiovascular disease risk assessment". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 2014 (2014): 2726-2729. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941745737&partnerID=MN8TOARS.
    10.1109/EMBC.2014.6944186
  13. Henriques, J.; Rocha, T.; Paredes, S.; De Carvalho, P.. "Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2013): 7488-7491. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886558392&partnerID=MN8TOARS.
    10.1109/EMBC.2013.6611290
  14. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Morais, J.; Ferreira, J.; Mendes, M.. "Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2013): 6980-6983. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886449617&partnerID=MN8TOARS.
    10.1109/EMBC.2013.6611164
  15. Rocha, T.; Paredes, S.; de Carvalho, P.; Henriques, J.. "An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2013 (2013): 6788-6791. http://www.scopus.com/inward/record.url?eid=2-s2.0-84902946286&partnerID=MN8TOARS.
    10.1109/EMBC.2013.6611115
  16. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Morais, J.; Ferreira, J.; Mendes, M.. "Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012 (2012): 5907-5910. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870811253&partnerID=MN8TOARS.
    10.1109/EMBC.2012.6347338
  17. Eilebrecht, B.; Henriques, J.; Rocha, T.; Walter, M.; Paredes, S.; de Carvalho, P.; Czaplik, M.; Leonhardt, S.. "Automatic Parameter Extraction from Capacitive ECG Measurements". Cardiovascular Engineering and Technology 3 3 (2012): 319-332. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865742297&partnerID=MN8TOARS.
    10.1007/s13239-012-0101-y
  18. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2012): 6216-6219. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870816516&partnerID=MN8TOARS.
    10.1109/EMBC.2012.6347414
  19. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.; Morais, J.; Ferreira, J.; Mendes, M.. "Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population". 15th International Conference on Information Fusion, FUSION 2012 (2012): 925-932. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867653300&partnerID=MN8TOARS.
  20. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.. "A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 (2011): 6037-6040. http://www.scopus.com/inward/record.url?eid=2-s2.0-84055192099&partnerID=MN8TOARS.
    10.1109/IEMBS.2011.6091492
  21. Paredes, S.; Rocha, T.; de Carvalho, P.; Henriques, J.; Harris, M.; Morais, J.. "Long term cardiovascular risk models' combination". Computer Methods and Programs in Biomedicine 101 3 (2011): 231-242. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952039682&partnerID=MN8TOARS.
    10.1016/j.cmpb.2010.12.015
  22. Rocha, T.; Paredes, S.; de Carvalho, P.; Henriques, J.. "Prediction of acute hypotensive episodes by means of neural network multi-models". Computers in Biology and Medicine 41 10 (2011): 881-890. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052935084&partnerID=MN8TOARS.
    10.1016/j.compbiomed.2011.07.006
  23. Rocha, T.R.; Paredes, S.P.; Henriques, J.H.. "A wavelet scheme for reconstruction of missing sections in time series signals". Computing in Cardiology 37 (2010): 461-464. http://www.scopus.com/inward/record.url?eid=2-s2.0-79953822509&partnerID=MN8TOARS.
  24. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.; Harris, M.; Morais, J.; Antumes, M.. "A lead dependent ischemic episodes detection strategy using Hermite functions". Biomedical Signal Processing and Control 5 4 (2010): 271-281. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956650859&partnerID=MN8TOARS.
    10.1016/j.bspc.2010.07.001
  25. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.; Harris, M.. "Wavelet based time series forecast with application to acute hypotensive episodes prediction". 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 (2010): 2403-2406. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650844264&partnerID=MN8TOARS.
    10.1109/IEMBS.2010.5626115
  26. Paredes, S.; Rocha, T.; de Carvalho, P.; Henriques, J.; Harris, M.; Morais, J.. "Cardiovascular risk and status assessment.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2010 (2010): 2872-2876. http://www.scopus.com/inward/record.url?eid=2-s2.0-79953173660&partnerID=MN8TOARS.
  27. Henriques, J.H.; Rocha, T.R.. "Prediction of acute hypotensive episodes using neural network multi-models". Computers in Cardiology 36 (2009): 549-552. http://www.scopus.com/inward/record.url?eid=2-s2.0-77952711381&partnerID=MN8TOARS.
  28. Rocha, T.; Paredes, S.; Carvalho, P.; Henriques, J.; Harris, M.; Morais, J.. "Ischemia detection in the context of a cardiovascular status assessment tool.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2009): 2535-2538. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903865142&partnerID=MN8TOARS.
    10.1109/IEMBS.2009.5334814
  29. Paredes, S.; Rocha, T.; de Carvalho, P.; Henriques, J.; Harris, M.; Morais, J.. "Long term cardiovascular risk models' combination - a new approach.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2009): 4711-4714. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903862910&partnerID=MN8TOARS.
    10.1109/IEMBS.2009.5334198
  30. Paredes, S.; Rocha, T.; De Carvalho, P.; Henriques, J.. "Atrial activity detection through a sparse decomposition technique". BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008 2 (2008): 358-362. http://www.scopus.com/inward/record.url?eid=2-s2.0-51649125756&partnerID=MN8TOARS.
    10.1109/BMEI.2008.241
  31. Rocha, T.; Paredes, S.; de Carvalho, P.; Henriques, J.; Antunes, M.. "Phase space reconstruction approach for ventricular arrhythmias characterization.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2008 (2008): 5470-5473. http://www.scopus.com/inward/record.url?eid=2-s2.0-65549139015&partnerID=MN8TOARS.
  32. Rocha, T.; Paredes, S.; de Carvalho, P.; Henriques, J.; Antunes, M.. "Phase space reconstruction approach for ventricular arrhythmias characterization.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2008): 5470-5473. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903862611&partnerID=MN8TOARS.
  33. Henriques, J.; Carvalho, P.; Gil, P.; Marques, A.; Rocha, T.; Ribeiro, B.; Antunes, M.; Schmidt, R.; Habetha, J.. "Ventricular arrhythmias assessment.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2007): 3852-3855. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903858989&partnerID=MN8TOARS.
  34. Henriques, J.; Carvalho, P.; Gil, P.; Marques, A.; Rocha, T.; Ribeiro, B.; Antunes, M.; Schmidt, R.; Habetha, J.. "Ventricular arrhythmias assessment.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2007 (2007): 3852-3855. http://www.scopus.com/inward/record.url?eid=2-s2.0-40949146670&partnerID=MN8TOARS.
Capítulo de livro
  1. S. Paredes; S. Sousa; J. Henriques; T. Rocha; J. Sousa; L. Gonçalves. "Interpretability and Personalization Aspects in the Development of Clinical Risk Assessment Models". 2024.
    10.1007/978-3-031-49062-0_62
  2. Henriques, J.; Paredes, S.; Carvalho, P.. "Machine Learning in the Context of Better Healthcare in Aging". In Aging: From Fundamental Biology to Societal Impact, editado por Paulo J. Oliveira; João O. Malva. Elsevier Academic Press, 2022.
    Publicado
  3. Henriques, J.; Paredes, S.; Carvalho, P.. "Models for risk assessment and stratification". In Personalized Health Systems for Cardiovascular Disease, editado por Bianchi, A.M.; Henriques, J.; Salcedo, V.T., 119-150. 2022.
    Publicado
  4. Rocha, Teresa; Paredes, Simão; Carvalho, Paulo; Henriques, Jorge. "Complexity Analysis of a Biosignal Time Series Similarity Indexing Approach". In 8th European Medical and Biological Engineering Conference, 262-269. Springer International Publishing, 2020.
    10.1007/978-3-030-64610-3_31
  5. Paredes, Simão; Henriques, Jorge; Rocha, Teresa; de Carvalho, Paulo; Morais, João. "Identification of Clinically Relevant Rules: An Interpretable Approach for CVD Risk Assessment". In 8th European Medical and Biological Engineering Conference, 644-654. Springer International Publishing, 2020.
    10.1007/978-3-030-64610-3_72
Livro
  1. Henriques, J.; De Carvalho, P.; Rocha, T.; Paredes, S.; Morais, J.. Multi-parametric prediction for cardiovascular risk assessment. 2016.
    10.3233/978-1-61499-653-8-15
Distinções

Título

2009 First classified in the PhysioNet/Computers in Cardiology Challenge 2009
Computers in Cardiology conference in collaboration with MIT, Estados Unidos