C.A. Teixeira

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Antonio DouradoProfessor of Informatics Engeneering, University of CoimbraVerified email at dei.uc.pt
Wagner Coelho de Albuquerque PereiraBiomedical Engineering Program - COPPE/ Federal University of Rio de JaneiroVerified email at peb.ufrj.br
M. Graça RuanoProfessor of Signal Processing at University of AlgarveVerified email at ualg.pt
Jorge HenriquesDepartamento de Engenharia Informatica - CISUCVerified email at dei.uc.pt
P CarvalhoProfessor de Engenharia Informática, Universidade de CoimbraVerified email at dei.uc.pt
Bruno DireitoCentre for Informatics and Systems of the University of CoimbraVerified email at uc.pt
Antonio RuanoProfessor of Control Systems, University of AlgarveVerified email at ualg.pt
Björn SchelterUniversity of AberdeenVerified email at abdn.ac.uk
Andreas Schulze-BonhageProfessor der Medizin, Albert-Ludwigs-Universität FreiburgVerified email at uniklinik-freiburg.de
Miguel Castelo-BrancoProfessor, Faculty of Medicine, IBILI, ICNAS, Coimbra, PortugalVerified email at fmed.uc.pt
Jalil RasekhiVerified email at ece.ut.ac.ir
Ricardo CouceiroResearcher, Departamento de Engenharia Informática, Universidade de Coimbra, CISUCVerified email at dei.uc.pt
Mario ValderramaProfesor Asociado, Departamento de Ingeniería Biomédica, Universidad de Los AndesVerified email at uniandes.edu.co
Alberto CardosoAssociate Professor at University of Coimbra (Portugal)Verified email at dei.uc.pt
Andre Victor AlvarengaNational Physical LaboratoryVerified email at npl.co.uk
Rui Pedro PaivaProfessor @ University of Coimbra, PortugalVerified email at dei.uc.pt
Marco Antonio von KrügerFederal University of Rio de JaneiroVerified email at peb.ufrj.br
Nicos Maglaveras, FEAMBESProfessor - Aristotle University of Thessaloniki - School of Medicine - 2nd Dept. of ObstetricsVerified email at auth.gr
Ioanna ChouvardaAssociate Professor, Medical Informatics & Biomedical Data Analysis, Aristotle UniversityVerified email at auth.gr
Catalina Alvarado-Rojas, PhDAssociate Professor, Department of Electronics Engineering, Pontificia Universidad Javeriana, BogotáVerified email at javeriana.edu.co

C.A. Teixeira

Associate Professor with Habilitation-DEI-CISUC-University of Coimbra

Verified email at dei.uc.pt - Homepage

Biomedical Signal Processing Epileptic Seizure Prediction/Forecasting


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Epileptic seizure prediction using relative spectral power features M Bandarabadi, CA Teixeira, J Rasekhi, A Dourado Clinical Neurophysiology 126 (2), 237-248, 2015	327	2015
EPILEPSIAE–A European epilepsy database M Ihle, H Feldwisch-Drentrup, CA Teixeira, A Witon, B Schelter, J Timmer, ... Computer methods and programs in biomedicine 106 (3), 127-138, 2012	288	2012
The EPILEPSIAE database: An extensive electroencephalography database of epilepsy patients J Klatt, H Feldwisch‐Drentrup, M Ihle, V Navarro, M Neufang, C Teixeira, ... Epilepsia 53 (9), 1669-1676, 2012	190	2012
Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients CA Teixeira, B Direito, M Bandarabadi, M Le Van Quyen, M Valderrama, ... Computer methods and programs in biomedicine 114 (3), 324-336, 2014	168	2014
Preprocessing effects of 22 linear univariate features on the performance of seizure prediction methods J Rasekhi, MRK Mollaei, M Bandarabadi, CA Teixeira, A Dourado Journal of neuroscience methods 217 (1-2), 9-16, 2013	168	2013
EPILAB: A software package for studies on the prediction of epileptic seizures CA Teixeira, B Direito, H Feldwisch-Drentrup, M Valderrama, RP Costa, ... Journal of Neuroscience Methods 200 (2), 257-271, 2011	123	2011
A realistic seizure prediction study based on multiclass SVM B Direito, CA Teixeira, F Sales, M Castelo-Branco, A Dourado International journal of neural systems 27 (03), 1750006, 2017	116	2017
Prediction of disease progression and outcomes in multiple sclerosis with machine learning MF Pinto, H Oliveira, S Batista, L Cruz, M Pinto, I Correia, P Martins, ... Scientific reports 10 (1), 21038, 2020	110	2020
Slow modulations of high-frequency activity (40–140 Hz) discriminate preictal changes in human focal epilepsy C Alvarado-Rojas, M Valderrama, A Fouad-Ahmed, H Feldwisch-Drentrup, ... Scientific reports 4 (1), 4545, 2014	105	2014
On the proper selection of preictal period for seizure prediction M Bandarabadi, J Rasekhi, CA Teixeira, MR Karami, A Dourado Epilepsy & Behavior 46, 158-166, 2015	92	2015
Nonlinear identification of aircraft gas-turbine dynamics AE Ruano, PJ Fleming, C Teixeira, K RodrıGuez-Vázquez, CM Fonseca Neurocomputing 55 (3-4), 551-579, 2003	84	2003
Using the Jupyter notebook as a tool to support the teaching and learning processes in engineering courses A Cardoso, J Leitão, C Teixeira The Challenges of the Digital Transformation in Education: Proceedings of …, 2019	75	2019
Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses. S Behbahani, NJ Dabanloo, AM Nasrabadi, CA Teixeira, A Dourado Anatolian Journal of Cardiology/Anadolu Kardiyoloji Dergisi 13 (8), 2013	73	2013
A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction MF Pinto, A Leal, F Lopes, A Dourado, P Martins, CA Teixeira Scientific reports 11 (1), 3415, 2021	66	2021
Modeling epileptic brain states using EEG spectral analysis and topographic mapping B Direito, C Teixeira, B Ribeiro, M Castelo-Branco, F Sales, A Dourado Journal of neuroscience methods 210 (2), 220-229, 2012	64	2012
Automating orthogonal defect classification using machine learning algorithms F Lopes, J Agnelo, CA Teixeira, N Laranjeiro, J Bernardino Future generation computer systems 102, 932-947, 2020	52	2020
Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic review F Fernandes, I Barbalho, D Barros, R Valentim, C Teixeira, J Henriques, ... Biomedical engineering online 20 (1), 61, 2021	50	2021
Output regularization of svm seizure predictors: Kalman filter versus the “firing power” method C Teixeira, B Direito, M Bandarabadi, A Dourado 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012	50	2012
Epileptic seizure prediction based on ratio and differential linear univariate features J Rasekhi, MRK Mollaei, M Bandarabadi, CA Teixeira, A Dourado Journal of Medical Signals & Sensors 5 (1), 1-11, 2015	48	2015
Detection of wheezes using their signature in the spectrogram space and musical features L Mendes, IM Vogiatzis, E Perantoni, E Kaimakamis, I Chouvarda, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	45	2015

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