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Journal Articles
- 2024
[j12]S. Sousa, Simão Paredes
, Teresa Rocha, Jorge Henriques, José Sousa, L. Gonçalves:
Machine learning models' assessment: trust and performance. Medical Biol. Eng. Comput. 62(11): 3397-3410 (2024)- 2023
- [j11]M. Roseiro, Jorge Henriques, Simão Paredes, Teresa Rocha, José Sousa:
An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment. Comput. Methods Programs Biomed. 230: 107347 (2023) - 2022
- [j10]Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais:
Interpretability, personalization and reliability of a machine learning based clinical decision support system. Data Min. Knowl. Discov. 36(3): 1140-1173 (2022) - 2021
- [j9]Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais:
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario. Artif. Intell. Medicine 117: 102113 (2021) - 2018
- [j8]Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais:
Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective. Int. J. Inf. Technol. Decis. Mak. 17(1): 133-154 (2018) - 2016
- [j7]Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques:
A Tool For ECG Analysis as a Module of a Tele-Monitoring System. Int. J. Online Eng. 12(4): 64-67 (2016) - 2015
- [j6]Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Diana Mendes, Ricardo Cabete, Ramona Cabiddu, Anna M. Bianchi, João Morais:
The CardioRisk project: Improvement of cardiovascular risk assessment. J. Comput. Sci. 9: 39-44 (2015) - [j5]Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira:
Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease. Medical Biol. Eng. Comput. 53(10): 1069-1083 (2015) - [j4]Jorge Henriques, Paulo Carvalho, Simão Paredes, Teresa Rocha, Jörg Habetha, Manuel Antunes, João Morais:
Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data. IEEE J. Biomed. Health Informatics 19(5): 1757-1769 (2015) - 2011
- [j3]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
Prediction of acute hypotensive episodes by means of neural network multi-models. Comput. Biol. Medicine 41(10): 881-890 (2011) - [j2]Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais:
Long term cardiovascular risk models' combination. Comput. Methods Programs Biomed. 101(3): 231-242 (2011) - 2010
- [j1]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais, Manuel Antunes:
A lead dependent ischemic episodes detection strategy using Hermite functions. Biomed. Signal Process. Control. 5(4): 271-281 (2010)
Conference and Workshop Papers
- 2021
- [c36]Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais:
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. EMBC 2021: 2132-2135 - 2019
- [c35]Diogo Nunes, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques:
Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events. EMBC 2019: 3947-3950 - [c34]Teresa Rocha, Ana Borges, Simão Paredes, André Pinho:
A Matlab Tool for Solving Linear Goal Programming Problems. exp.at 2019: 337-342 - [c33]Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, Daniel Oliveira, João Morais, Rita Carvalho, Catarina Ruivo:
A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk. exp.at 2019: 472-475 - 2018
- [c32]Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais, Luis Santos, Rita Carvalho:
The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions. BIBM 2018: 1122-1125 - [c31]Simão Paredes, Jorge Henriques, Teresa Rocha, Diana Mendes, Paulo de Carvalho, João Morais, Anna Maria Bianchi, V. Salcedof:
A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment. EMBC 2018: 3252-3255 - [c30]Diogo Nunes, Adriana Leal, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques:
Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces. EMBC 2018: 4030-4033 - 2017
- [c29]Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais:
An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment. EMBC 2017: 2646-2649 - [c28]Jorge Henriques, Paulo Carvalho, Teresa Rocha, Simão Paredes, Ramona Cabiddu, Renata Trimer, Renata Gonçalves Mendes, Audrey Borghi-Silva, Lenny Kaminsky, Euan A. Ashley, Ross Arena, Jonathan Myers:
A non-exercise based V02max prediction using FRIEND dataset with a neural network. EMBC 2017: 4203-4206 - [c27]Diana Mendes, Paulo de Carvalho, Jorge Henriques, Simão Paredes, Teresa Rocha, João Morais:
Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment. RTSI 2017: 1-5 - [c26]Diogo Nunes, Paulo Carvalho, Jorge Henriques, Teresa Rocha:
Multiparametric prediction with application to early detection of cardiovascular events. RTSI 2017: 1-4 - 2016
- [c25]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
Strategies for prediction of cardio-vascular status without explicit modeling. BHI 2016: 340-343 - [c24]Simão Paredes, Diana Mendes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais:
Strategies for personalized risk assessment for CVD management. BHI 2016: 344-347 - [c23]Anna M. Bianchi, Jorge Henriques, Clara Italiano Monteiro, Audrey Borghi-Silva, Paulo Carvalho, Matteo Migliorini, Teresa Rocha, Simão Paredes, Vitor Trimer, Ramona Cabiddu:
Identification of CVD risk parameters during sleep. BHI 2016: 352-355 - [c22]Paulo Carvalho, Jorge Henriques, César Alexandre Teixeira, Ricardo Couceiro, Teresa Rocha, Luis Mendes, Bruno Moraes Rocha, Diogo Nunes, Ioanna Chouvarda, Nicos Maglaveras, Rui Pedro Paiva:
Biodata analytics for COPD. BHI 2016: 469-472 - [c21]Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais:
Improving clinical models based on knowledge extracted from current datasets: A new approach. EMBC 2016: 2295-2298 - [c20]Jorge Henriques, Paulo de Carvalho, Teresa Rocha, Simão Paredes, João Morais:
Multi-parametric prediction for cardiovascular risk assessment. pHealth 2016: 15-20 - 2015
- [c19]Miguel Tavares, Simão Paredes, Teresa Rocha, Paulo Carvalho, João Pedro Ramos, Diana Mendes, Jorge Henriques, João Morais:
Expert knowledge integration in the data mining process with application to cardiovascular risk assessment. EMBC 2015: 2538-2542 - [c18]Ramona Cabiddu, Renata Trimer, Clara Italiano Monteiro, Audrey Borghi-Silva, Vitor Trimer, Paulo Carvalho, Teresa Rocha, Simão Paredes, Anna M. Bianchi, Jorge Henriques:
Correlation between autonomous function and left ventricular performance after acute myocardial infarction. EMBC 2015: 3343-3346 - [c17]Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Ramona Cabiddu, João Morais:
Assessment of cardiovascular risk based on a data-driven knowledge discovery approach. EMBC 2015: 6800-6803 - [c16]Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques:
A tool for ECG analysis as a module of a tele-monitoring system. exp.at 2015: 122-123 - 2014
- [c15]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects. BHI 2014: 652-655 - [c14]Simão Paredes, Tânia Filipa Santos Marques, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais:
Personalization algorithms applied to cardiovascular disease risk assessment. EMBC 2014: 2726-2729 - 2013
- [c13]Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques:
An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems. EMBC 2013: 6788-6791 - [c12]Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes:
Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project. EMBC 2013: 6980-6983 - [c11]Jorge Henriques, Teresa Rocha, Simão Paredes, Paulo de Carvalho:
Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR. EMBC 2013: 7488-7491 - [c10]Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais:
Simulation software applied to short term cardiovascular disease risk assessment. exp.at 2013: 114-117 - [c9]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition. exp.at 2013: 122-127 - [c8]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
Matlab tool applied to the trend prediction of physiological time series. exp.at 2013: 188-189 - [c7]Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais:
Matlab tool for cardiovascular disease risk prediction. exp.at 2013: 190-191 - 2012
- [c6]Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes:
Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies. EMBC 2012: 5907-5910 - [c5]Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques:
An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms. EMBC 2012: 6216-6219 - [c4]Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes:
Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population. FUSION 2012: 925-932 - 2011
- [c3]Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, D. Rasteiro, João Morais, Jorge Ferreira, Miguel Mendes:
Fusion of risk assessment models with application to coronary artery disease patients. EMBC 2011: 872-875 - [c2]Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques:
A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data. EMBC 2011: 6037-6040 - 2008
- [c1]Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques:
Atrial Activity Detection through a Sparse Decomposition Technique. BMEI (2) 2008: 358-362
Informal and Other Publications
- 2021
- [i1]Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais:
A New Approach for Interpretability and Reliability in Clinical Risk Prediction: Acute Coronary Syndrome Scenario. CoRR abs/2110.08331 (2021)
Coauthor Index
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