Disentanglement of Resting State Brain Networks for Localizing Epileptogenic Zone in Focal Epilepsy
Shuai Ye,
Anto Bagić,
Bin He
Abstract:The objective of this study is to extract pathological brain networks from interictal period of E/MEG recordings to localize epileptic foci for presurgical evaluation. We proposed here a resting state E/MEG analysis framework, to disentangle brain functional networks represented by neural oscillations. By using an Embedded Hidden Markov Model, we constructed a state space for resting state recordings consisting of brain states with different spatiotemporal patterns. Functional connectivity analysis along with … Show more
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