EPILEPSIAE- Evolving Platform for Improving Living Expectation of Patients
Description
Development of a preventive transportable intelligent alarming system for epileptic patients based on semantic mining, multisignal and multidimensional processing with improved sensitivity and specificity.Researchers
António Dourado (coordinator)
Paulo Gomes
Francisco Sales
Bruno Miguel Direito Pereira Leitão
Alberto Cardoso
Paulo José Carrilho de Sousa Gil
Carlos Pereira
Jorge Henriques
Bernardete Ribeiro
Paulo de Carvalho
Marco Vieira
Paulo Gomes
Francisco Sales
Bruno Miguel Direito Pereira Leitão
Alberto Cardoso
Paulo José Carrilho de Sousa Gil
Carlos Pereira
Jorge Henriques
Bernardete Ribeiro
Paulo de Carvalho
Marco Vieira
Funded by
EU FP7 Framework ProgramPartners
FCTUC, LENA-CNRS(France), FDM Freiburg University (Germany), Micromed (Italy), Freiburg University Clinic (Germany), Hospitals of the University of CoimbraTotal budget
4 000 000,00 €Keywords
EEG Data mining, signal processing, computational intelligence, seizure predictionStart Date
2008-01-01End Date
2007-12-17Journal Articles
2017
(1 publication)2016
(3 publications)- Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Classification of ictal and seizure-free HRV signals with focus on lateralization of epilepsy", Technology and Health Care, vol. 24, pp. 43-54, 2016
- Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Gender-Related Differences in Heart Rate Variability of Epileptic Patients", American Journal of Men's Health, pp. 1-9, 2016
- Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Prediction of epileptic seizures based on heart rate variability", Technology and Health Care, vol. 24, pp. 795-810, 2016
2015
(1 publication)2014
(3 publications)- Teixeira, C. and Bruno Direito and Bandarabadi, M. and LeVanQuyen, M. and Valderrama, M. and Schelter, B. and Bonhage, A.S. and Navarro, V. and Sales, F. and António Dourado , "Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients", Computer Methods and Programs in Biomedicine, 2014
- Alvarado-Rojas, C. and Valderrama, M. and Fouad-Ahmed, A. and Feldwirsch-Drentrup, H. and Ihle, M. and Teixeira, C. and Sales, F. and Bonhage, A.S. and Adam, C. and António Dourado and Charpier, S. and Navarro, V. and LeVanQuyen, M. , "Slow modulations of high-frequency activity (40-140 Hz) discriminate preictal changes in human focal epilepsy", Scientific Reports, 2014
- Bandarabadi, M. and Teixeira, C. and , J.R. and António Dourado , "Epileptic Seizure Prediction Using Relative Spectral Power Features", Clinical Neurophysiology, 2014
2013
(2 publications)- , J.R. and Mollaei, M.R.K. and Bandarabadi, M. and Teixeira, C. and António Dourado , "Preprocessing effects of 22 univariate features on the performance of seizure prediction methods", Journal of Neuroscience Methods, 2013
- Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and Teixeira, C. and António Dourado , "Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses", Anadolu Kardiyol Derg, vol. 13, pp. 797-803, 2013
2012
(1 publication)2011
(2 publications)- Teixeira, C. and Bruno Direito and Costa, R. and LeVanQuyen, M. and Schelter, B. and António Dourado , "EPILAB: A software package for studies on the prediction of epileptic seizures", Journal of Neuroscience Methods, 2011
- Feldwirsch-Drentrup, H. and Ihle, M. and LeVanQuyen, M. and Teixeira, C. and António Dourado and Timmer, J. and Sales, F. and Navarro, V. and Bonhage, A.S. and Schelter, B. , "Anticipating the unobserved: Prediction of subclinical seizures", Epilepsy & Behaviour, vol. 22, pp. 119-126, 2011
2009
(1 publication)Conference Articles
2014
(1 publication)2013
(1 publication)2012
(4 publications)- Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and António Dourado , "Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage", in 34th Annual International Conference of the IEEE EMBS, 2012
- Bandarabadi, M. and Teixeira, C. and Bruno Direito and António Dourado , "Epileptic Seizure Prediction based on a bivariate spectral power methodology", in 34th Annual International Conference of the IEEE EMBS, 2012
- Teixeira, C. and Bruno Direito and Bandarabadi, M. and António Dourado , "Output regularization of SVM seizure predictors: Kalman Filter versus the “Firing Power” method", in 34th Annual International Conference of the IEEE EMBS, 2012
- Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and Attarodi, G. and Teixeira, C. and António Dourado , "Epileptic Seizures Behaviors from the Perspective of Heart Rate Variability", in Computing in Cardiology, 2012
2011
(4 publications)- Ventura, F. and Teixeira, C. and António Dourado , "Multiobjective support vector machines optimization for epileptic seizure prediction", in Panamerican Health Care Exanges, 2011
- Bruno Direito and Teixeira, C. and António Dourado , "Feature selection in high dimensional EEG features spaces for epileptic seizure prediction", in 18th World Congress of the International Federation of Automatic Control (IFAC), 2011
- Bruno Direito and Ventura, F. and Teixeira, C. and António Dourado , "Optimized Feature Subsets for Epileptic Seizure Prediction Studies", in EMBC-2011, 33nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
- Bandarabadi, M. and Teixeira, C. and António Dourado , "Wepilet, Optimal Orthogonal Wavelets for Epileptic Seizure Prediction with one Single Surface Channel", in EMBC-2011, 33nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
(1 publication)2009
(2 publications)- António Dourado and LeVanQuyen, M. and Schelter, B. and Favaro, G. and Bonhage, A.S. , "Challenging Brain-Computer Interface: the FP7 Epilepsiae Project", in IST Africa 2009 Conference & Exhibition, 2009
- António Dourado and Ventura, A. and João M. Franco and J. P. Ramos and Bruno Direito , "Epileptic Seizure Prediction and The", in 19th International Conference on Artificial Neural Networks, vol. 5769, 2009