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Epilepsy detection from EEG using complex network techniques: A review
Epilepsy is one of the most chronic brain disorder recorded from since 2000 BC. Almost one-
third of epileptic patients experience seizures attack even with medicated treatment. The …
third of epileptic patients experience seizures attack even with medicated treatment. The …
A study of problems encountered in Granger causality analysis from a neuroscience perspective
PA Stokes, PL Purdon - Proceedings of the national academy of sciences, 2017 - pnas.org
Granger causality methods were developed to analyze the flow of information between time
series. These methods have become more widely applied in neuroscience. Frequency …
series. These methods have become more widely applied in neuroscience. Frequency …
Toward a mechanistic understanding of epileptic networks
Focal epileptic seizures have long been considered to arise from a small susceptible brain
area and spread through uninvolved regions. In the past decade, the idea that focal seizures …
area and spread through uninvolved regions. In the past decade, the idea that focal seizures …
Functional map** and effective connectivity of the human operculum
The operculum, defined as the cortex adjacent to the insula, is a large structure
encompassing three lobes, with a recognized role in a variety of neurologic and psychiatric …
encompassing three lobes, with a recognized role in a variety of neurologic and psychiatric …
Association of seizure spread with surgical failure in epilepsy
Importance Seizures recur in as many as half of patients who undergo surgery for drug-
resistant temporal lobe epilepsy (TLE). Understanding why TLE is resistant to surgery in …
resistant temporal lobe epilepsy (TLE). Understanding why TLE is resistant to surgery in …
Estimating brain connectivity with varying-length time lags using a recurrent neural network
Objective: Computer-aided estimation of brain connectivity aims to reveal information
propagation in brain automatically, which has great potential in clinical applications, eg …
propagation in brain automatically, which has great potential in clinical applications, eg …
A novel robust Student's t-based Granger causality for EEG based brain network analysis
Granger-causality-based brain network analysis has been widely applied in EEG-based
neuroscience researches and clinical diagnoses, such as motor imagery emotion analysis …
neuroscience researches and clinical diagnoses, such as motor imagery emotion analysis …
Causal connectivity network analysis of ictal electrocorticogram with temporal lobe epilepsy based on dynamic phase transfer entropy
Y Miao, H Suzuki, H Sugano, T Ueda… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Temporallobe epilepsy (TLE) has been conceptualized as a brain network disease, which
generates brain connectivity dynamics within and beyond the temporal lobe structures in …
generates brain connectivity dynamics within and beyond the temporal lobe structures in …
A small change in neuronal network topology can induce explosive synchronization transition and activity propagation in the entire network
We here study explosive synchronization transitions and network activity propagation in
networks of coupled neurons to provide a new understanding of the relationship between …
networks of coupled neurons to provide a new understanding of the relationship between …
Utility of intracranial EEG networks depends on re-referencing and connectivity choice
Studies of intracranial EEG networks have been used to reveal seizure generators in
patients with drug-resistant epilepsy. Intracranial EEG is implanted to capture the epileptic …
patients with drug-resistant epilepsy. Intracranial EEG is implanted to capture the epileptic …