Teresa Rocha

55 papers C 1Journal 16Unranked 38
YearRankTypeTitle / Venue / Authors
2025 J jnl
Benchmarking Methods for Pointwise Reliability.
Inf.
Cláudio Correia, Simão Paredes, Teresa Rocha, Jorge Henriques, Jorge Bernardino
2025 — conf
Pointwise Reliability Assessment.
exp.at
Cláudio Correia, Simão Paredes, Jorge Henriques, Teresa Rocha, Lino Gonçalves
2025 J jnl
Towards a Comprehensive Taxonomy of Pointwise Reliability Assessment Techniques for Machine Learning Models.
IEEE Trans. Emerg. Top. Comput. Intell.
João Loureiro, Lorena Petrella, Paulo Gil, Teresa Rocha, Simão Paredes, Jorge Henriques
2024 J jnl
Machine learning models' assessment: trust and performance.
Medical Biol. Eng. Comput.
Sónia Sousa, Simão Paredes, Teresa Rocha, Jorge Henriques, José Sousa, Lino Gonçalves
2024 — conf
Pointwise reliability metrics for machine learning model predictions: three different approaches.
ICDM (Workshops)
José Sousa, Simão Paredes, Jorge Henriques, Lino Gonçalves, Teresa Rocha
2024 — conf
Trust in Machine Learning Models: Global and Individual Assessment.
ICDM (Workshops)
Simão Paredes, Teresa Rocha, Sónia Sousa, Jorge Henriques, José Sousa, Lino Gonçalves
2023 J jnl
An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment.
Comput. Methods Programs Biomed.
M. Roseiro, Jorge Henriques, Simão Paredes, Teresa Rocha, José Sousa
2022 J jnl
Interpretability, personalization and reliability of a machine learning based clinical decision support system.
Data Min. Knowl. Discov.
Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais
2021 J jnl
A New Approach for Interpretability and Reliability in Clinical Risk Prediction: Acute Coronary Syndrome Scenario.
CoRR
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021 J jnl
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario.
Artif. Intell. Medicine
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021 — conf
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems.
EMBC
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021 J jnl
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems.
CoRR
Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais
2019 — conf
A Matlab Tool for Solving Linear Goal Programming Problems.
exp.at
Teresa Rocha, Ana Borges, Simão Paredes, André Pinho
2019 — conf
A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk.
exp.at
Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, Daniel Oliveira, João Morais, Rita Carvalho, Catarina Ruivo
2019 — conf
Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events.
EMBC
Diogo Nunes, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2018 — conf
A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment.
EMBC
Simão Paredes, Jorge Henriques, Teresa Rocha, Diana Mendes, Paulo de Carvalho, João Morais, Anna Maria Bianchi, V. Salcedof
2018 J jnl
Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective.
Int. J. Inf. Technol. Decis. Mak.
Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2018 — conf
Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces.
EMBC
Diogo Nunes, Adriana Leal, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2018 — conf
The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions.
BIBM
Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais, Luis Santos, Rita Carvalho
2017 — conf
A non-exercise based V02max prediction using FRIEND dataset with a neural network.
EMBC
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
2017 — conf
An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment.
EMBC
Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2017 — conf
Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment.
RTSI
Diana Mendes, Paulo de Carvalho, Jorge Henriques, Simão Paredes, Teresa Rocha, João Morais
2017 — conf
Multiparametric prediction with application to early detection of cardiovascular events.
RTSI
Diogo Nunes, Paulo Carvalho, Jorge Henriques, Teresa Rocha
2016 J jnl
A Tool For ECG Analysis as a Module of a Tele-Monitoring System.
Int. J. Online Eng.
Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques
2016 — conf
Biodata analytics for COPD.
BHI
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
2016 — conf
Identification of CVD risk parameters during sleep.
BHI
Anna M. Bianchi, Jorge Henriques, Clara Italiano Monteiro, Audrey Borghi-Silva, Paulo Carvalho, Matteo Migliorini, Teresa Rocha, Simão Paredes, Vitor Trimer, Ramona Cabiddu
2016 — conf
Improving clinical models based on knowledge extracted from current datasets: A new approach.
EMBC
Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2016 — conf
Multi-parametric prediction for cardiovascular risk assessment.
pHealth
Jorge Henriques, Paulo de Carvalho, Teresa Rocha, Simão Paredes, João Morais
2016 — conf
Strategies for personalized risk assessment for CVD management.
BHI
Simão Paredes, Diana Mendes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2016 — conf
Strategies for prediction of cardio-vascular status without explicit modeling.
BHI
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2015 — conf
A tool for ECG analysis as a module of a tele-monitoring system.
exp.at
Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques
2015 — conf
Assessment of cardiovascular risk based on a data-driven knowledge discovery approach.
EMBC
Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Ramona Cabiddu, João Morais
2015 — conf
Correlation between autonomous function and left ventricular performance after acute myocardial infarction.
EMBC
Ramona Cabiddu, Renata Trimer, Clara Italiano Monteiro, Audrey Borghi-Silva, Vitor Trimer, Paulo Carvalho, Teresa Rocha, Simão Paredes, Anna M. Bianchi, Jorge Henriques
2015 — conf
Expert knowledge integration in the data mining process with application to cardiovascular risk assessment.
EMBC
Miguel Tavares, Simão Paredes, Teresa Rocha, Paulo Carvalho, João Pedro Ramos, Diana Mendes, Jorge Henriques, João Morais
2015 J jnl
Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease.
Medical Biol. Eng. Comput.
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira
2015 J jnl
Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data.
IEEE J. Biomed. Health Informatics
Jorge Henriques, Paulo Carvalho, Simão Paredes, Teresa Rocha, Jörg Habetha, Manuel Antunes, João Morais
2015 J jnl
The CardioRisk project: Improvement of cardiovascular risk assessment.
J. Comput. Sci.
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Diana Mendes, Ricardo Cabete, Ramona Cabiddu, Anna M. Bianchi, João Morais
2014 — conf
Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects.
BHI
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2014 — conf
Personalization algorithms applied to cardiovascular disease risk assessment.
EMBC
Simão Paredes, Tânia Filipa Santos Marques, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013 — conf
An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.
EMBC
Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2013 — conf
Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project.
EMBC
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2013 — conf
Matlab tool applied to the trend prediction of physiological time series.
exp.at
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2013 — conf
Matlab tool for cardiovascular disease risk prediction.
exp.at
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013 — conf
Simulation software applied to short term cardiovascular disease risk assessment.
exp.at
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013 — conf
Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR.
EMBC
Jorge Henriques, Teresa Rocha, Simão Paredes, Paulo de Carvalho
2013 — conf
Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition.
exp.at
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2012 — conf
An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms.
EMBC
Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2012 C conf
Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population.
FUSION
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2012 — conf
Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies.
EMBC
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2011 — conf
A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data.
EMBC
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2011 — conf
Fusion of risk assessment models with application to coronary artery disease patients.
EMBC
Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, D. Rasteiro, João Morais, Jorge Ferreira, Miguel Mendes
2011 J jnl
Long term cardiovascular risk models' combination.
Comput. Methods Programs Biomed.
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais
2011 J jnl
Prediction of acute hypotensive episodes by means of neural network multi-models.
Comput. Biol. Medicine
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2010 J jnl
A lead dependent ischemic episodes detection strategy using Hermite functions.
Biomed. Signal Process. Control.
Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais, Manuel Antunes
2008 — conf
Atrial Activity Detection through a Sparse Decomposition Technique.
BMEI (2)
Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques