Teresa Rocha

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 23

Top Topics

Wavelet Decomposition

Cardiovascular Disease

Risk Assessment

Top Venues

Publications

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 (2023)
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) (2022)
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 (2021)
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)
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo H. P. de Carvalho, João Morais
A New Approach for Interpretability and Reliability in Clinical Risk Prediction: Acute Coronary Syndrome Scenario. CoRR (2021)
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)
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)
Teresa Rocha, Ana Borges, Simão Paredes, André Pinho
A Matlab Tool for Solving Linear Goal Programming Problems. exp.at (2019)
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) (2018)
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)
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)
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)
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)
Diogo Nunes, Paulo Carvalho, Jorge Henriques, Teresa Rocha
Multiparametric prediction with application to early detection of cardiovascular events. RTSI (2017)
Jorge Henriques, Paulo Carvalho, Teresa Rocha, Simão Paredes, Ramona Cabiddu, Renata Trimer, Renata 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)
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)
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)
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) (2016)
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
Strategies for prediction of cardio-vascular status without explicit modeling. BHI (2016)
Jorge Henriques, Paulo de Carvalho, Teresa Rocha, Simão Paredes, João Morais
Multi-parametric prediction for cardiovascular risk assessment. pHealth (2016)
Simão Paredes, Diana Mendes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
Strategies for personalized risk assessment for CVD management. BHI (2016)
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)
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)
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)
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)
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) (2015)
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)
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) (2015)
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 (2015)
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)
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects. BHI (2014)
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)
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)
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
Matlab tool for cardiovascular disease risk prediction. exp.at (2013)
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
Simulation software applied to short term cardiovascular disease risk assessment. exp.at (2013)
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)
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)
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
Matlab tool applied to the trend prediction of physiological time series. exp.at (2013)
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition. exp.at (2013)
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)
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)
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)
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)
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)
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais
Long term cardiovascular risk models' combination. Comput. Methods Programs Biomed. 101 (3) (2011)
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) (2011)
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) (2010)
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques
Atrial Activity Detection through a Sparse Decomposition Technique. BMEI (2) (2008)