Teresa Rocha
Orcid: 0000-0002-3497-7368
According to our database1,
Teresa Rocha
authored at least 46 papers
between 2008 and 2023.
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Bibliography
2023
An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment.
Comput. Methods Programs Biomed., March, 2023
2022
Interpretability, personalization and reliability of a machine learning based clinical decision support system.
Data Min. Knowl. Discov., 2022
2021
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario.
Artif. Intell. Medicine, 2021
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective.
Int. J. Inf. Technol. Decis. Mak., 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Multiparametric prediction with application to early detection of cardiovascular events.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Int. J. Online Eng., 2016
Proceedings of the pHealth 2016, 2016
Improving clinical models based on knowledge extracted from current datasets: A new approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data.
IEEE J. Biomed. Health Informatics, 2015
Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease.
Medical Biol. Eng. Comput., 2015
J. Comput. Sci., 2015
Expert knowledge integration in the data mining process with application to cardiovascular risk assessment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Assessment of cardiovascular risk based on a data-driven knowledge discovery approach.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Correlation between autonomous function and left ventricular performance after acute myocardial infarction.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013
Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013
An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population.
Proceedings of the 15th International Conference on Information Fusion, 2012
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, 2012
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, 2012
2011
Comput. Methods Programs Biomed., 2011
Comput. Biol. Medicine, 2011
A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Fusion of risk assessment models with application to coronary artery disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Biomed. Signal Process. Control., 2010
2008
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008