Graph Theory Analysis of Functional Connectivity Combined with Machine Learning Approaches Demonstrates Widespread Network Differences and Predicts Clinical Variables in Temporal Lobe Epilepsy

Understanding how global brain networks are affected in epilepsy may elucidate the pathogenesis of seizures and its accompanying neurobehavioral comorbidities. We investigated functional changes within neural networks in temporal lobe epilepsy (TLE) using graph theory analysis of resting-state conne...

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Detalhes bibliográficos
Publicado no:Brain Connect
Main Authors: Mazrooyisebdani, Mohsen, Nair, Veena A., Garcia-Ramos, Camille, Mohanty, Rosaleena, Meyerand, Elizabeth, Hermann, Bruce, Prabhakaran, Vivek, Ahmed, Raheel
Formato: Artigo
Idioma:Inglês
Publicado em: Mary Ann Liebert, Inc., publishers 2020
Assuntos:
Original Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7044761/
https://ncbi.nlm.nih.gov/pubmed/31984759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/brain.2019.0702
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