| Prediction of acute hypotensive episodes by means of neural network multi-models T Rocha, S Paredes, P De Carvalho, J Henriques Computers in biology and medicine 41 (10), 881-890, 2011 | 57 | 2011 |
| Prediction of heart failure decompensation events by trend analysis of telemonitoring data J Henriques, P Carvalho, S Paredes, T Rocha, J Habetha, M Antunes, ... IEEE Journal of Biomedical and Health Informatics 19 (5), 1757-1769, 2014 | 56 | 2014 |
| Comparison of different methods of measuring similarity in physiologic time series A Kianimajd, MG Ruano, P Carvalho, J Henriques, T Rocha, S Paredes, ... IFAC-PapersOnLine 50 (1), 11005-11010, 2017 | 53 | 2017 |
| Wavelet based time series forecast with application to acute hypotensive episodes prediction T Rocha, S Paredes, P Carvalho, J Henriques, M Harris 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 35 | 2010 |
| Long term cardiovascular risk models’ combination S Paredes, T Rocha, P De Carvalho, J Henriques, M Harris, J Morais Computer methods and programs in biomedicine 101 (3), 231-242, 2011 | 34 | 2011 |
| A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario F Valente, J Henriques, S Paredes, T Rocha, P de Carvalho, J Morais Artificial intelligence in medicine 117, 102113, 2021 | 22 | 2021 |
| Phase space reconstruction approach for ventricular arrhythmias characterization T Rocha, S Paredes, P De Carvalho, J Henriques, M Antunes 2008 30th Annual International Conference of the IEEE Engineering in …, 2008 | 21 | 2008 |
| An efficient strategy for evaluating similarity between time series based on Wavelet/Karhunen-Loève transforms T Rocha, S Paredes, P Carvalho, J Henriques 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 17 | 2012 |
| A lead dependent ischemic episodes detection strategy using Hermite functions T Rocha, S Paredes, P Carvalho, J Henriques, M Harris, J Morais, ... Biomedical Signal Processing and Control 5 (4), 271-281, 2010 | 17 | 2010 |
| Atrial Activity Detection through a Sparse Decomposition Technique S Paredes, T Rocha, P de Carvalho, J Henriques 2008 International Conference on BioMedical Engineering and Informatics 2 …, 2008 | 17 | 2008 |
| Integration of different risk assessment tools to improve stratification of patients with coronary artery disease S Paredes, T Rocha, P de Carvalho, J Henriques, J Morais, J Ferreira Medical & biological engineering & computing 53, 1069-1083, 2015 | 16 | 2015 |
| New approaches for improving cardiovascular risk assessment S Paredes, T Rocha, D Mendes, P Carvalho, J Henriques, J Morais, ... Revista Portuguesa de Cardiologia 35 (1), 5-13, 2016 | 13 | 2016 |
| Assessment of cardiovascular risk based on a data-driven knowledge discovery approach D Mendes, S Paredes, T Rocha, P Carvalho, J Henriques, R Cabiddu, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 13 | 2015 |
| An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems T Rocha, S Paredes, P de Carvalho, J Henriques 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 11 | 2013 |
| Interpretability, personalization and reliability of a machine learning based clinical decision support system F Valente, S Paredes, J Henriques, T Rocha, P de Carvalho, J Morais Data Mining and Knowledge Discovery 36 (3), 1140-1173, 2022 | 10 | 2022 |
| An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment M Roseiro, J Henriques, S Paredes, T Rocha, J Sousa Computer Methods and Programs in Biomedicine 230, 107347, 2023 | 9 | 2023 |
| The CardioRisk project: Improvement of cardiovascular risk assessment S Paredes, T Rocha, P de Carvalho, J Henriques, D Mendes, R Cabete, ... Journal of computational science 9, 39-44, 2015 | 8 | 2015 |
| Expert knowledge integration in the data mining process with application to cardiovascular risk assessment M Tavares, S Paredes, T Rocha, P Carvalho, J Ramos, D Mendes, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 7 | 2015 |
| Correlation between autonomous function and left ventricular performance after acute myocardial infarction R Cabiddu, R Trimer, CI Monteiro, A Borghi-Silva, V Trimer, P Carvalho, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 7 | 2015 |
| Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems F Valente, J Henriques, S Paredes, T Rocha, P de Carvalho, J Morais 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 6 | 2021 |
