Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients

César Teixeira, Bruno Direito, Mojtaba Bandarabadi, +7

Computer Methods and Programs in Biomedicine

Artificial IntelligenceEpileptic Seizure PredictorsEngineeringData ScienceComputational Neuroscience +12

A Realistic Seizure Prediction Study Based on Multiclass SVM

Bruno Direito, César Teixeira, Francisco Sales, +2

International Journal of Neural Systems

EngineeringMachine LearningDiagnosisEpileptic Seizure PredictionMulticlass Support-vector Machines +18

EPILAB: A software package for studies on the prediction of epileptic seizures

César Teixeira, Bruno Direito, Hinnerk Feldwisch‐Drentrup, +8

Journal of Neuroscience Methods

NeurophysiologyComputational NeuroscienceEeg Signal ProcessingPredictive AnalyticsNeuroinformatics +10

Modeling epileptic brain states using EEG spectral analysis and topographic mapping

Bruno Direito, César Teixeira, Bernardete Ribeiro, +3

Journal of Neuroscience Methods

NeurophysiologyComputational NeuroscienceEpileptic Brain StatesEeg Signal ProcessingBrain Mapping +12

Multimodal assessment of the spatial correspondence between fNIRS and fMRI hemodynamic responses in motor tasks

João Pereira, Bruno Direito, Michael Lührs, +2

Scientific Reports

Training the social brain: Clinical and neural effects of an 8-week real-time functional magnetic resonance imaging neurofeedback Phase IIa Clinical Trial in Autism

Bruno Direito, Susana Mouga, Alexandre Sayal, +8

Autism

Output regularization of SVM seizure predictors: Kalman Filter versus the “Firing Power” method

César Teixeira, Bruno Direito, Mojtaba Bandarabadi, +1

EngineeringMachine LearningDiagnosisSvm Seizure PredictorsKalman Filter +18

Targeting dynamic facial processing mechanisms in superior temporal sulcus using a novel fMRI neurofeedback target

Bruno Direito, João L. M. P. de Lima, Marco Simões, +5

Neuroscience

Optimized feature subsets for epileptic seizure prediction studies

Bruno Direito, Francisco Ventura, César Teixeira, +1

EngineeringMachine LearningFeature SelectionSocial SciencesSupport Vector Machine +15

Feature selection in high dimensional EEG features spaces for epileptic seizure prediction

Bruno Direito, João Valente Duarte, César Teixeira, +5

IFAC Proceedings Volumes

EngineeringPattern RecognitionComputational NeuroscienceNeuroinformaticsEeg Signal Processing +7