People
Bruno Miguel Direito Pereira Leitão
Member
Adaptive ComputationResearch interests
Signal processing, pattern recognition, computational neurosciences.Affiliation
CISUCPast Projects
EPILEPSIAE- Evolving Platform for Improving Living Expectation of Patients
Journal Articles
2017
(1 publication)- Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado , "A Realistic Seizure Prediction Study Based on Multiclass SVM", International Journal of Neural Systems, vol. 27, pp. 1750006-1750006, 2017 [ DOI ]
2014
(1 publication)- 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 [ DOI ]
2012
(1 publication)- Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and Sales, F. and António Dourado , "Modeling epileptic brain states using EEG spectral analysis and topographic mapping", Journal of Neuroscience Methods, Elsevier, pp. 220-229, 2012 [ DOI ]
2011
(1 publication)Conference Articles
2014
(1 publication)2013
(3 publications)- Teixeira, C. and Bruno Direito and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. , "A phase lock loop (PLL) system for frequency variation tracking during general anesthesia", in 13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013), 2013 [ DOI ]
- Bruno Direito and Teixeira, C. and Ribeiro, B. and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. , "Spatial dynamics of the topographic representation of electroencephalogram spectral features during general anaesthesia", in 13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013), 2013 [ DOI ]
- Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado , "Influence of circadian rhythms on epileptic seizure predictors based on machine learning methods", in IFMBE International Conference on Health Informatics, 2013
2012
(3 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
2011
(3 publications)- Bruno Direito and Teixeira, C. and António Dourado and Duarte, J. , "On the benefits of multidimensional scaling in epileptic seizure prediction", in 1st Portugese Meeting in Bioengineering, 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
2010
(1 publication)2009
(3 publications)- Bruno Direito and António Dourado and Teixeira, C. and Aires, L. and Costa, R. and Schelter, B. and LeVanQuyen, M. , "EPILAB: A Matlab® Platform for Multi-Feature and Multi-Algorithm Seizure Prediction Studies", in 4th International Workshop on Seizure Prediction, 2009
- Teixeira, C. and Costa, R. and Bruno Direito and António Dourado , "Low-Complex TD-RBF and TD-SVM Seizures Predictors Based on EEG Energy and ECG Entropy", in 4th International Workshop on Seizure Prediction, 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
2008
(6 publications)- Bruno Direito and António Dourado and Marco Vieira and Sales, F. , "Combining Energy and Wavelet Transform for Epileptic Seizure Prediction in an Advanced Computational System", in International Conference on Biomedical Engineering and informatics, 2008
- Bruno Direito and António Dourado and Marco Vieira and Sales, F. , "An Application for Electroencephalogram Mining for Epileptic Seizure Prediction", in ICDM- International Conference on Data Mining, 2008
- António Dourado and Martins, R. and Duarte, J. and Bruno Direito , "Towards Personalized Neural Networks for Epileptic Seizure Prediction", in International Conference on Neural Networks ICANN 2008, vol. 5164, 2008
- Bruno Direito and Martins, R. and Costa, R. and António Dourado and Sales, F. and Marco Vieira , "Computational Intelligence Algorithms for Seizure Prediction", in 8th European Congress on Epileptology, 2008
- Bruno Direito and António Dourado and Marco Vieira , "Classification of epileptic EEG data using multidimensional scaling", in ICBBE 2008, The 2nd International Conference on Bioinformatics and Biomedical Engineering, 2008
- Costa, R. and Oliveira, P. and Oliveira, P. and Rodrigues, G. and Bruno Direito and António Dourado , "Epileptic Seizure Classification Using Neural Networks With 14 Features", vol. 5178/2008, 2008
Book Chapters
2014
(1 publication)- Teixeira, C. and Favaro, G. and Bruno Direito and Bandarabadi, M. and Feldwirsch-Drentrup, H. and Ihle, M. and Alvarado-Rojas, C. and LeVanQuyen, M. and Schelter, B. and Bonhage, A.S. and Sales, F. and Navarro, V. and António Dourado , "Brainatic: A System for Real-Time Epileptic Seizure Prediction", in Brain-Computer Interface Research: A State-of-the-Art Summary -2, vol. 6, pp. 7-18, 2014 [ DOI ]