People
Teresa Rocha
Member
Adaptive ComputationNational Projects
International Projects
Past Projects
HeartCycle
HeartWays- Advanced solution for Supporting Cardiac Patients in Rehabilitation
cardioRisk | Personalized Cardiovascular Risk Assessment through Fusion of Current Risk Tools
iCIS - Intelligent Computing in the Internet of Services
cardioRisk Personalized Cardiovascular Risk Assessment through Fusion of Current Risk Tools
Journal Articles
2017
(2 publications)- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Integration of current clinical knowledge with a data driven approach: an innovative perspective", International Journal of Information Technology & Decision Making, 2017 [ DOI ]
- Kianimajd, A. and Henriques, J. and Ruano, A. and Ruano M G and P. Carvalho and Paredes, S. and Rocha, T. , "Comparison of different methods of measuring similarity in physiologic time series", IFAC-PapersOnLine, vol. 50, 2017 [ DOI ]
2016
(1 publication)- Rocha, T. and Paredes, S. and Cabiddu, R. and Couceiro, R. and P. Carvalho and Henriques, J. , "A Tool For ECG Analysis as a Module of a Tele-Monitoring System", International Journal of Online Engineering, 2016 [ DOI ]
2015
(4 publications)- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease.", Med Biol Eng Comput., 2015
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Mendes, D. and Cabiddu, R. and Morais, J. , "The CardioRisk Project: Improvement of Cardiovascular Risk Assessment", Journal of Computational Science, 2015 [ DOI ]
- Paredes, S. and Rocha, T. and Mendes, D. and P. Carvalho and Henriques, J. and Morais, J. , "New approaches for improving cardiovascular risk assessment", Revista Portuguesa de Cardiologia, 2015 [ DOI ]
- Marques, T. and P. Carvalho and Henriques, J. and Paredes, S. and Rocha, T. and Morais, J. , "Personalization based on Grouping Strategies for Short-Term Cardiovascular Event Risk Assessment", Cardiovascular Engineering and Technology, 2015 [ DOI ]
2014
(1 publication)2013
(1 publication)- Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Cabiddu, R. and Morais, J. , "Heart Rate Variability Applied to Short-Term Cardiovascular Event Risk Assessment", Engineering, 2013 [ DOI ]
2012
(1 publication)2011
(2 publications)- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Harris, M. and Morais, J. , "Long Term Cardiovascular Risk Models' Combination", Computer Methods and Programs in Biomedicine Journal, 2011
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Prediction of acute hypotensive episodes by means of neural network multi-models ", Computers inBiologyandMedicine, vol. 41, pp. 881-890, 2011
2010
(1 publication)Conference Articles
2019
(1 publication)- Nunes, D. and Rocha, T. and Traver, V. and Teixeira, C. and Ruano M G and Paredes, S. and Carvalho, P. and Henriques, J. , "Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events", in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 [ DOI ]
2018
(6 publications)- Nunes, D. and Leal, A. and Rocha, T. and Traver, V. and Teixeira, C. and Ruano M G and Paredes, S. and P. Carvalho and Henriques, J. , "Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces", in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018 [ DOI ]
- Paredes, S. and Henriques, J. and Rocha, T. and Mendes, D. and P. Carvalho and Morais, J. and Bianchi, A.M. and Traver, V. , "A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment", in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018)., 2018
- Rocha, T. and Henriques, J. and Paredes, S. and P. Carvalho , "Adaptive Control Learning Based on a Similarity Measure", in Controlo 2018, 2018
- Paredes, S. and Henriques, J. and Rocha, T. and P. Carvalho and Morais, J. , "The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions", in IEEE International Conference on Bioinformatics and Biomedicine (BIBM, 2018), 2018
- Rocha, T. and Paredes, S. and Henriques, J. and P. Carvalho and Alberto Cardoso and P. Gil , "Adaptive Control Learning Based on a Similarity Measure", in CONTROLO2018 - 13th APCA International Conference on Control and Soft Computing, 2018 [ DOI ]
- Mendes, D. and Henriques, J. and P. Carvalho and Rocha, T. and Paredes, S. and Cabiddu, R. and Trimer, R. and Mendes, R. and Borghi, A. and Kaminsky, L. and Ashley, E. . and Arena, R. and Myers, J. , "An interpretable data-driven approach with application to non-exercise based cardiorespiratory fitness stratification ", in World Congress on Medical Physics & Biomedical Engineering; , 2018
2017
(10 publications)- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Comparison of interpretable data-driven approach with state of the art classifiers: application to cardiovascular risk assessment", in IEEE RTSI - 2017 IEEE 3rd International Forum in Research and Technologies for Society and Industry, 2017
- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "An interpretable data-driven approach for rules construction: application to cardiovascular risk assessment", in 39th Int. Conf. of the IEEE Engineering in Medicine and Biology Society, 2017
- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Knowledge and Data Driven Approaches Applied to Clinical Assessment", in EMBEC 2017, NBC 2017 - European Medical and Biological Engineering Conference Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, 2017
- Ruano M G and P. Carvalho and Henriques, J. and Rocha, T. and Paredes, S. , "Validation of a similarity measurement method for clustering cardiac signals", in IEEE 5th Portuguese Meeting on Bioengineering (ENBENG), Coimbra, 2017, 2017
- Henriques, J. and P. Carvalho and Rocha, T. and Paredes, S. , "A non-exercise based V02max prediction using FRIEND dataset with a Neural Network", in 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, 2017, 2017
- Henriques, J. and Rocha, T. and Paredes, S. and P. Carvalho , "Combining Haar wavelets with Karhunen Loève transform for the effective representation and comparison of physiological time series", in European Medical and Biological Engineering Conference (EMBEC), Tampere, 2017, 2017
- Kianimajd, A. and Ruano M G and P. Carvalho and Henriques, J. and Rocha, T. and Paredes, S. and Ruano, A. , "Comparison of different methods of measuring similarity in physiologic time series", in IFAC 2017 World Congress of the International Federation of Automatic Control, 2017
- Kianimajd, A. and Ruano M G and P. Carvalho and Henriques, J. and Rocha, T. and Ruano, A. , "Analysis of PAM clustering accuracy for cardiac signals classification", in 39th Int. Conf. of the IEEE Engineering in Medicine and Biology Society, 2017
- Rocha, T. and P. Carvalho and Paredes, S. and Henriques, J. and Bianchi, A.M. and Traver, V. and Romero, A.M. , "Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC", in ICBES 2017 : 19th International Conference on Biomedical Engineering and Systems, 2017
- Henriques, J. and P. Carvalho and Paredes, S. and Rocha, T. , "An interpretable data-driven approach for the stratification of the cardiorespiratory fitness", in ICBES 2017 : 19th International Conference on Biomedical Engineering and Systems, 2017
2016
(10 publications)- Bianchi, A.M. and Henriques, J. and Rocha, T. and Paredes, S. and Cabiddu, R. , "Identification of CVD risk parameters during sleep", in IEEE International Conference on Biomedical and Health Informatics, 2016
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Strategies for prediction of cardio-vascular status without explicit modelling", in IEEE International Conference on Biomedical and Health Informatics, 2016
- Paredes, S. and Mendes, D. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Strategies for personalized risk assessment for CVD management", in IEEE International Conference on Biomedical and Health Informatics, 2016
- P. Carvalho and Henriques, J. and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "LINK: Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC", in Pan American Health Care Exchanges – PAHCE’2016, 2016
- Henriques, J. and P. Carvalho and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "Research on algorithms and models for pHealth applications: opportunities and challenges", in Pan American Health Care Exchanges – PAHCE’2016, 2016
- P. Carvalho and Henriques, J. and Teixeira, C. and Couceiro, R. and Rocha, T. and Mendes, L. and Chouvarda, I. and Maglaveras, N. and Paiva, R.P. and al., e. , "Biodata analytics for COPD", in IEEE International Conference on Biomedical and Health Informatics – BHI’2016, 2016
- P. Carvalho and Henriques, J. and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "Opportunities and Challenges for Research on Intelligent Algorithms for Phealth", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, 2016
- Paredes, S. and Rocha, T. and Mendes, D. and Henriques, J. and P. Carvalho and Morais, J. , "Recent Clinical Datasets in Supporting the Clinical Decision: A Portuguese Case Study", in 3rd International Conference on Biomedical Engineering and Systems (ICBES'16), 2016
- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Improving Clinical Models based on Knowledge Extracted from Current Datasets: a new approach", in 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
- Henriques, J. and P. Carvalho and Paredes, S. and Rocha, T. and Morais, J. , "Multi-parametric prediction for cardiovascular risk assessment", in pHealth 2016 - 13th International Conference on Wearable, Micro & Nano Technologies for Personalized Health, 2016
2015
(9 publications)- Rocha, T. and Paredes, S. and Cabiddu, R. and Couceiro, R. and P. Carvalho and Henriques, J. , "A tool for ECG analysis as a module of a tele-monitoring system", in 3nd Experiment@ International Conference, 2015
- Tavares, M. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Expert Knowledge Integration in the Data Mining Process with Application to Cardiovascular Risk Assessment", in 37th Annual International IEEE EMBS , 2015
- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Cabiddu, R. and Morais, J. , "Assessment of Cardiovascular Risk based on a Data-driven Knowledge Discovery Approach", in 37th Annual International IEEE EMBS Conference, 2015
- Cabiddu, R. and P. Carvalho and Rocha, T. and Paredes, S. and Henriques, J. , "Correlation between autonomous function and left ventricular performance after acute myocardial infarction", in 37th Annual International IEEE EMBS Conference, 2015
- Henriques, J. and Rocha, T. and Paredes, S. and Cabiddu, R. and Mendes, D. and Couceiro, R. and P. Carvalho , "ECG Analysis Tool for Heart Failure Management and Cardiovascular Risk Assessment", in HIMS'15- International Conference on Health Informatics and Medical Systems, 2015
- Rocha, T. and Paredes, S. and Henriques, J. and P. Carvalho , "Detection of Cardiac Events in the Context of a Rehabilitation Platform", in HIMS'15- International Conference on Health Informatics and Medical Systems 2015, 2015
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Mendes, D. and Cabiddu, R. and Morais, J. , "Matlab Tools Developed Under CardioRisk Project", in The 2nd International Conference on Biomedical Engineering and Systems (ICBES), 2015
- Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Mendes, D. and Cabiddu, R. and Morais, J. , "cardioRisk Project: Clinical Validation Applied to a Portuguese Population", in International Conference on Education, Management and Systems Engineering (EMSE), 2015
- Henriques, J. and P. Carvalho and Paredes, S. and Rocha, T. and Morais, J. , "Early detection of cardiac events in the context of a rehabilitation platform", in Euro Mini conference : Improving Healthcare: New Challenges, New Approaches, 2015
2014
(6 publications)- Henriques, J. and Rocha, T. and Paredes, S. and P. Carvalho , "Detection of arrhythmic events by means of trend prediction of physiological time series in pHealth systems", in 19th World Congress of the International Federation of Automatic Control, South Africa, 2014, 2014
- Paredes, S. and Marques, T. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Personalization Algorithms Applied to Cardiovascular Disease Risk Assessment", in 36th Annual International IEEE EMBS Conference, Chicago, 2014, 2014
- Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Marques, T. and Henriques, J. and Morais, J. , "Short-Term Cardiovascular Disease Risk Assessment: comparison of two combination approaches", in 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC2014), Croatia, 2014., 2014
- Henriques, J. and P. Carvalho and Rocha, T. and Paredes, S. and Morais, J. , "Multi-parametric Trends Analysis and Events Prediction in the context of a Cardiac Rehabilitation System", in 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC2014), Croatia, 2014., 2014
- Rocha, T. and Paredes, S. and P. Carvalho and Morais, J. and Henriques, J. , "Trend Analysis of Telemonitoring Data for the Prediction of Heart Failure Decompensation Events", in 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC2014), Croatia, 2014, 2014
- Rocha, T. and Paredes, S. and Morais, J. and P. Carvalho and Henriques, J. , "Assessing the similarity between time series using a Wavelet transform: application and interpretability aspects", in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valência, 2014
2013
(12 publications)- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Hypertension Risk Assessment based on a Trend Prediction Methodology", in International Conference on Health Informatics (ICHI), Vilamoura, 2013, 2013
- Henriques, J. and Rocha, T. and Paredes, S. and P. Carvalho , "Pattern detection in vital signals daily collected by means of a tele-monitoring application", in International Conference on Health Informatics (ICHI), Vilamoura, 2013, 2013
- P. Carvalho and Henriques, J. and Rocha, T. and Paredes, S. , "Cardiovascular risk prediction during cardiac rehabilitation", in International Conference on Health Informatics (ICHI), Vilamoura, 2013, 2013
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Matlab Tool Applied to the Trend Prediction of Physiological Time Series", in 2nd Experiment@ International Conference Coimbra, 2013., 2013
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Trend Prediction Methodology Based on Time Series Similarity Analysis and Haar Wavelet Decomposition", in 2nd Experiment@ International Conference Coimbra, 2013, 2013
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Simulation Software Applied to Short Term Cardiovascular Disease Risk Assessment", in 2nd Experiment@ International Conference Coimbra, 2013., 2013
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Matlab Tool for Cardiovascular Disease Risk Prediction", in 2nd Experiment@ International Conference Coimbra, 2013., 2013
- Henriques, J. and Rocha, T. and Paredes, S. and P. Carvalho , "Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR", in 35th Annual International IEEE EMBS Conference, Osaka, 2013., 2013
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , " An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems", in 35th Annual International IEEE EMBS Conference, Osaka, 2013., 2013
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Cardiovascular Disease Risk Assessment Innovative approaches developed in HeartCycle project", in 35th Annual International IEEE EMBS Conference, Osaka, 2013., 2013
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Cabiddu, R. and Morais, J. , "Heart Rate Variability Applied to Short-Term Cardiovascular Event Risk Assessment", in 7th International Conference on Bioinformatics and Biomedical Engineering – ICBBE 2013, Beijing, 2013., 2013
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Cardiovascular Disease Risk Assessment Innovative approaches developed in HeartCycle project", in Engineering in Medicine and Biology Society,EMBC, 2013 Annual International Conference of the IEEE, , 2013
2012
(3 publications)- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "An Efficient Strategy for Evaluating Similarity between Time Series based on Wavelet / Karhunen-Loève Transforms ", in Engineering in Medicine and Biology Society,EMBC, 2012 Annual International Conference of the IEEE, 2012
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Improvement of CVD Risk Assessment Tools' performance through innovative Patients' Grouping Strategies ", in Engineering in Medicine and Biology Society,EMBC, 2012 Annual International Conference of the IEEE,, 2012
- Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Morais, J. , "Cardiovascular Event Risk Assessment – Fusion of Individual Risk Assessment Tools Applied to the Portuguese Population", in 15th International Conference on Information Fusion, 2012, 2012
2011
(4 publications)- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "Aplicação da Transformada Wavelet na Reconstrução de Bio-Sinais", in CMNE2011- Congresso de Métodos Numéricos em Engenharia, 2011
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "A Wavelet-based Approach for Time Series Pattern Detection and Events Prediction Applied to Telemonitoring Data", in EMBC-2011, 33th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. , "Aplicação de Algoritmos Genéticos na Otimização de Probabilidades Condicionais em Modelos Bayesianos de Risco Cardiovascular", in Congresso de Métodos Numéricos em Engenharia, CMNE, 2011, 2011
- Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Morais, J. , "Fusion of Risk Assessment Models with application to Coronary Artery Disease Patients ", in 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), 2011
2010
(3 publications)- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. and Harris, M. , "Wavelet Based Time Series Forecast with Application to Acute Hypotensive Episodes Prediction", in EMBC-2010, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010
- Paredes, S. and Rocha, T. and P. Carvalho and Harris, M. , "Cardiovascular Risk and Status Assessment", in EMBC-2010, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. , "A Wavelet Scheme for Reconstruction of Missing Sections in Time Series Signals", in CinC 2010- Conference Computers in Cardiology 2010, 2010
2009
(3 publications)- Henriques, J. and Rocha, T. , "Prediction of acute hypotensive episodes using neural network multi-models", in Computers in Cardiology, 2009
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Harris, M. and Antunes, M. , "Long Term Cardiovascular Risk Models' Combination - A new aproach", in 31th Annual International IEEE EMBS Conference, USA, 2009
- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. and Harris, M. and Morais, J. , "Ischemia Detection in the Context of a Cardiovascular Status Assessment Tool", in 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009
2008
(2 publications)- Rocha, T. and Paredes, S. and P. Carvalho and Henriques, J. and Antunes, M. , "Phase Space Reconstruction Approach for Ventricular Arrhythmias Characterization", in EMBC, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008
- Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. , "Atrial fibrillation analysis through a sparse decomposition technique", in International Conference on Biomedical Engineering and Informatics (BMEI), China, 2008
2007
(1 publication)Book Chapters
2015
(2 publications)- Rocha, T. and Henriques, J. and P. Carvalho and Paredes, S. and Morais, J. , "A simulation tool for telehealth streams analysis based on pattern recognition techniques", in Online Experimentation: Emergent Technologies & the Internet of Things, vol. 1, pp. 47-70, 2015 [ DOI ]
- Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Morais, J. , "Web Tool to Improve the Event Risk Assessment in Cardiovascular Disease Patients", in Online Experimentation: Emerging Technologies and IoT, vol. 1, pp. 455-472, 2015 [ DOI ]