List of works - Teresa Rocha

A non-exercise based V02max prediction using FRIEND dataset with a neural network.

scientific article published in July 2017

An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.

scientific article

An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment

scientific article published in July 2017

Assessment of cardiovascular risk based on a data-driven knowledge discovery approach.

scientific article

Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project.

scientific article

Correlation between autonomous function and left ventricular performance after acute myocardial infarction.

scientific article published on August 2015

Expert knowledge integration in the data mining process with application to cardiovascular risk assessment.

scientific article

Fusion of risk assessment models with application to coronary artery disease patients

scientific article published on 01 January 2011

Identification of CVD risk parameters during sleep

Improving clinical models based on knowledge extracted from current datasets: a new approach.

scientific article published in August 2016

Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease

scientific article published on 28 July 2015

Ischemia detection in the context of a cardiovascular status assessment tool.

scientific article published in January 2009

Long term cardiovascular risk models' combination - a new approach.

scientific article published in January 2009

Long term cardiovascular risk models' combination.

scientific article published on 21 January 2011

New approaches for improving cardiovascular risk assessment.

scientific article published on 28 December 2015

Personalization Based on Grouping Strategies for Short-Term Cardiovascular Event Risk Assessment

scientific article published on 27 May 2015

Personalization algorithms applied to cardiovascular disease risk assessment

scientific article published in January 2014

Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data.

scientific article

Prediction of acute hypotensive episodes by means of neural network multi-models.

scientific article

Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR.

scientific article published in January 2013

The CardioRisk project: Improvement of cardiovascular risk assessment

Ventricular arrhythmias assessment

scientific article published on 01 January 2007

Wavelet based time series forecast with application to acute hypotensive episodes prediction

scientific article published on January 1, 2010

List of works by Teresa Rocha

A non-exercise based V02max prediction using FRIEND dataset with a neural network.

An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.

An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment

Assessment of cardiovascular risk based on a data-driven knowledge discovery approach.

Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project.

Correlation between autonomous function and left ventricular performance after acute myocardial infarction.

Expert knowledge integration in the data mining process with application to cardiovascular risk assessment.

Fusion of risk assessment models with application to coronary artery disease patients

Identification of CVD risk parameters during sleep

Improving clinical models based on knowledge extracted from current datasets: a new approach.

Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease

Ischemia detection in the context of a cardiovascular status assessment tool.

Long term cardiovascular risk models' combination - a new approach.

Long term cardiovascular risk models' combination.

New approaches for improving cardiovascular risk assessment.

Personalization Based on Grouping Strategies for Short-Term Cardiovascular Event Risk Assessment

Personalization algorithms applied to cardiovascular disease risk assessment

Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data.

Prediction of acute hypotensive episodes by means of neural network multi-models.

Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR.

The CardioRisk project: Improvement of cardiovascular risk assessment

Ventricular arrhythmias assessment

Wavelet based time series forecast with application to acute hypotensive episodes prediction