People
João Morais
Member
Adaptive ComputationNational Projects
Past Projects
cardioRisk | Personalized Cardiovascular Risk Assessment through Fusion of Current Risk Tools
cardioRisk Personalized Cardiovascular Risk Assessment through Fusion of Current Risk Tools
Journal Articles
2017
(1 publication)- 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 ]
2015
(1 publication)- 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 ]
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 ]
2010
(1 publication)Conference Articles
2018
(2 publications)- 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
- 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
2017
(3 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
2016
(4 publications)- 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
- 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
(5 publications)- 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
- 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
(3 publications)- 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
(2 publications)- 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. , "Cardiovascular Disease Risk Assessment Innovative approaches developed in HeartCycle project", in 35th Annual International IEEE EMBS Conference, Osaka, 2013., 2013