Prediction of epilepsy seizure from multi-channel electroencephalogram by effective connectivity analysis using Granger causality and directed transfer function methods

Transition of brain networks from an interictal to a preictal state preceding a seizure revealed by scalp EEG network analysis

(2019) Fali Li et al.   Cognitive Neurodynamics

Detecting epileptic seizure with different feature extracting strategies using robust machine learning classification techniques by applying advance parameter optimization approach

(2018) Lal Hussain   Cognitive Neurodynamics

Seizure onset predicts its type

(2018) Cristian Donos et al.   EPILEPSIA

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

(2018) Nhan Duy Truong et al.   NEURAL NETWORKS

EEG source connectivity to localize the seizure onset zone in patients with drug resistant epilepsy

(2017) Willeke Staljanssens et al.   NeuroImage-Clinical

Children with well controlled epilepsy possess different spatio-temporal patterns of causal network connectivity during a visual working memory task

(2016) Foteini Protopapa et al.   Cognitive Neurodynamics

Classification of epileptic seizures using wavelet packet log energy and norm entropies with recurrent Elman neural network classifier

(2016) S. Raghu et al.   Cognitive Neurodynamics

Low-Complexity Seizure Prediction From iEEG/sEEG Using Spectral Power and Ratios of Spectral Power

(2016) Zisheng Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

Testing for Granger Causality in the Frequency Domain: A Phase Resampling Method

(2016) Siwei Liu et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Comparison Analysis: Granger Causality and New Causality and Their Applications to Motor Imagery

(2016) Sanqing Hu et al.   IEEE Transactions on Neural Networks and Learning Systems

Conditional Granger causality and partitioned Granger causality: differences and similarities

(2015) Sheida Malekpour et al.   BIOLOGICAL CYBERNETICS

Epileptic seizure prediction using relative spectral power features

(2015) Mojtaba Bandarabadi et al.   CLINICAL NEUROPHYSIOLOGY

Neural Connectivity in Epilepsy as Measured by Granger Causality

(2015) Robert Coben et al.   Frontiers in Human Neuroscience

Investigating Driver Fatigue versus Alertness Using the Granger Causality Network

(2015) Wanzeng Kong et al.   SENSORS

Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction

(2015) Ning Wang et al.   IEEE Journal of Biomedical and Health Informatics

Sugihara causality analysis of scalp EEG for detection of early Alzheimer's disease

(2015) Joseph C. McBride et al.   NeuroImage-Clinical

A low computation cost method for seizure prediction

(2014) Yanli Zhang et al.   EPILEPSY RESEARCH

A Nonlinear Generalization of Spectral Granger Causality

(2014) Fei He et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An efficient seizure prediction method using KNN-based undersampling and linear frequency measures

(2014) Peyvand Ghaderyan et al.   JOURNAL OF NEUROSCIENCE METHODS

Ictal propagation of high frequency activity is recapitulated in interictal recordings: Effective connectivity of epileptogenic networks recorded with intracranial EEG

(2014) A. Korzeniewska et al.   NEUROIMAGE

Seizure prediction using statistical dispersion measures of intracranial EEG

(2013) M. Bedeeuzzaman et al.   Biomedical Signal Processing and Control

Neural Network–Based Classification of Anesthesia/Awareness Using Granger Causality Features

(2013) Nicoletta Nicolaou et al.   CLINICAL EEG AND NEUROSCIENCE

Measuring functional connectivity in MEG: A multivariate approach insensitive to linear source leakage

(2012) M.J. Brookes et al.   NEUROIMAGE

The role of high-quality EEG databases in the improvement and assessment of seizure prediction methods

(2011) Andreas Schulze-Bonhage et al.   EPILEPSY & BEHAVIOR

Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy

(2010) Alex J. Cadotte et al.   JOURNAL OF NEUROSCIENCE METHODS

Classification of patterns of EEG synchronization for seizure prediction

(2009) Piotr Mirowski et al.   CLINICAL NEUROPHYSIOLOGY

Dynamic Granger-Geweke causality modeling with application to interictal spike propagation

(2009) Fa-Hsuan Lin et al.   HUMAN BRAIN MAPPING

Source connectivity analysis with MEG and EEG

(2009) Jan-Mathijs Schoffelen et al.   HUMAN BRAIN MAPPING