Atrial Activity Detection through a Sparse Decomposition Technique. - Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques (BMEI (2), 2008)

A lead dependent ischemic episodes detection strategy using Hermite functions. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques; Matthew Harris; João Morais; Manuel Antunes (Biomed. Signal Process. Control., 2010)

Fusion of risk assessment models with application to coronary artery disease patients. - Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; D. Rasteiro; João Morais; Jorge Ferreira; Miguel Mendes (EMBC, 2011)

A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (EMBC, 2011)

Prediction of acute hypotensive episodes by means of neural network multi-models. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (Comput. Biol. Medicine, 2011)

Long term cardiovascular risk models' combination. - Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; Matthew Harris; João Morais (Comput. Methods Programs Biomed., 2011)

Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies. - Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; João Morais; Jorge Ferreira; Miguel Mendes (EMBC, 2012)

An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms. - Teresa Rocha; Simão Paredes; Paulo de Carvalho 001; Jorge Henriques (EMBC, 2012)

Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population. - Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais; Jorge Ferreira; Miguel Mendes (FUSION, 2012)

Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR. - Jorge Henriques; Teresa Rocha; Simão Paredes; Paulo de Carvalho 001 (EMBC, 2013)

Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project. - Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; João Morais; Jorge Ferreira; Miguel Mendes (EMBC, 2013)

An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems. - Teresa Rocha; Simão Paredes; Paulo de Carvalho 001; Jorge Henriques (EMBC, 2013)

Matlab tool for cardiovascular disease risk prediction. - Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; João Morais (exp.at, 2013)

Simulation software applied to short term cardiovascular disease risk assessment. - Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; João Morais (exp.at, 2013)

Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (exp.at, 2013)

Matlab tool applied to the trend prediction of physiological time series. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (exp.at, 2013)

Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (BHI, 2014)

Personalization algorithms applied to cardiovascular disease risk assessment. - Simão Paredes; Tânia Filipa Santos Marques; Teresa Rocha; Paulo de Carvalho 001; Jorge Henriques; João Morais (EMBC, 2014)

Correlation between autonomous function and left ventricular performance after acute myocardial infarction. - Ramona Cabiddu; Renata Trimer; Clara Italiano Monteiro; Audrey Borghi-Silva; Vitor Trimer; Paulo Carvalho 001; Teresa Rocha; Simão Paredes; Anna M. Bianchi; Jorge Henriques (EMBC, 2015)

Assessment of cardiovascular risk based on a data-driven knowledge discovery approach. - Diana Mendes; Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; Ramona Cabiddu; João Morais (EMBC, 2015)

Expert knowledge integration in the data mining process with application to cardiovascular risk assessment. - Miguel Tavares; Simão Paredes; Teresa Rocha; Paulo Carvalho 001; João Pedro Ramos; Diana Mendes; Jorge Henriques; João Morais (EMBC, 2015)

The CardioRisk project: Improvement of cardiovascular risk assessment. - Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; Diana Mendes; Ricardo Cabete; Ramona Cabiddu; Anna M. Bianchi; João Morais (J. Comput. Sci., 2015)

Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease. - Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais; Jorge Ferreira (Medical Biol. Eng. Comput., 2015)

Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data. - Jorge Henriques; Paulo Carvalho 001; Simão Paredes; Teresa Rocha; Jörg Habetha; Manuel Antunes; João Morais (IEEE J. Biomed. Health Informatics, 2015)

Identification of CVD risk parameters during sleep. - Anna M. Bianchi; Jorge Henriques; Clara Italiano Monteiro; Audrey Borghi-Silva; Paulo Carvalho 001; Matteo Migliorini; Teresa Rocha; Simão Paredes; Vitor Trimer; Ramona Cabiddu (BHI, 2016)

Biodata analytics for COPD. - Paulo Carvalho 001; Jorge Henriques; César Alexandre Teixeira; Ricardo Couceiro; Teresa Rocha; Luis Mendes; Bruno Moraes Rocha; Diogo Nunes; Ioanna Chouvarda; Nicos Maglaveras; Rui Pedro Paiva (BHI, 2016)

Strategies for personalized risk assessment for CVD management. - Simão Paredes; Diana Mendes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais (BHI, 2016)

Strategies for prediction of cardio-vascular status without explicit modeling. - Teresa Rocha; Simão Paredes; Paulo Carvalho 001; Jorge Henriques (BHI, 2016)

Improving clinical models based on knowledge extracted from current datasets: A new approach. - Diana Mendes; Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais (EMBC, 2016)

Multi-parametric prediction for cardiovascular risk assessment. - Jorge Henriques; Paulo de Carvalho 001; Teresa Rocha; Simão Paredes; João Morais (pHealth, 2016)

A Tool For ECG Analysis as a Module of a Tele-Monitoring System. - Teresa Rocha; Simão Paredes; Ramona Cabiddu; Ricardo Couceiro; Paulo Carvalho 001; Jorge Henriques (Int. J. Online Eng., 2016)

A non-exercise based V02max prediction using FRIEND dataset with a neural network. - Jorge Henriques; Paulo Carvalho 001; Teresa Rocha; Simão Paredes; Ramona Cabiddu; Renata Trimer; Renata Gonçalves Mendes; Audrey Borghi-Silva; Lenny Kaminsky; Euan A. Ashley; Ross Arena; Jonathan Myers (EMBC, 2017)

An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment. - Diana Mendes; Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais (EMBC, 2017)

Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment. - Diana Mendes; Paulo de Carvalho 001; Jorge Henriques; Simão Paredes; Teresa Rocha; João Morais (RTSI, 2017)

Multiparametric prediction with application to early detection of cardiovascular events. - Diogo Nunes; Paulo Carvalho 001; Jorge Henriques; Teresa Rocha (RTSI, 2017)

The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions. - Simão Paredes; Jorge Henriques; Teresa Rocha; Paulo de Carvalho 001; João Morais; Luis Santos; Rita Carvalho (BIBM, 2018)

Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces. - Diogo Nunes; Adriana Leal; Teresa Rocha; Vicente Traver 001; César Alexandre Teixeira; M. Graça Ruano; Simão Paredes; Paulo de Carvalho 001; Jorge Henriques (EMBC, 2018)

A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment. - Simão Paredes; Jorge Henriques; Teresa Rocha; Diana Mendes; Paulo de Carvalho 001; João Morais; Anna Maria Bianchi; V. Salcedof (EMBC, 2018)

Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective. - Diana Mendes; Simão Paredes; Teresa Rocha; Paulo Carvalho 001; Jorge Henriques; João Morais (Int. J. Inf. Technol. Decis. Mak., 2018)

Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events. - Diogo Nunes; Teresa Rocha; Vicente Traver 001; César Alexandre Teixeira; M. Graça Ruano; Simão Paredes; Paulo de Carvalho 001; Jorge Henriques (EMBC, 2019)

A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk. - Simão Paredes; Jorge Henriques; Teresa Rocha; Paulo de Carvalho 001; Daniel Oliveira 008; João Morais; Rita Carvalho; Catarina Ruivo (exp.at, 2019)

A Matlab Tool for Solving Linear Goal Programming Problems. - Teresa Rocha; Ana Borges; Simão Paredes; André Pinho (exp.at, 2019)

Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. - Francisco Valente; Jorge Henriques; Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; João Morais (EMBC, 2021)

A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario. - Francisco Valente; Jorge Henriques; Simão Paredes; Teresa Rocha; Paulo de Carvalho 001; João Morais (Artif. Intell. Medicine, 2021)

Interpretability, personalization and reliability of a machine learning based clinical decision support system. - Francisco Valente; Simão Paredes; Jorge Henriques; Teresa Rocha; Paulo de Carvalho 001; João Morais (Data Min. Knowl. Discov., 2022)

An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment. - M. Roseiro; Jorge Henriques; Simão Paredes; Teresa Rocha; José Sousa (Comput. Methods Programs Biomed., 2023)

Trust in Machine Learning Models: Global and Individual Assessment. - Simão Paredes; Teresa Rocha; Sónia Sousa; Jorge Henriques; José Sousa; Lino Gonçalves (ICDM (Workshops), 2024)

Pointwise reliability metrics for machine learning model predictions: three different approaches. - José Sousa; Simão Paredes; Jorge Henriques; Lino Gonçalves; Teresa Rocha (ICDM (Workshops), 2024)

Machine learning models' assessment: trust and performance. - Sónia Sousa; Simão Paredes; Teresa Rocha; Jorge Henriques; José Sousa; Lino Gonçalves (Medical Biol. Eng. Comput., 2024)