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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Vydáno v:Brain Connect
Hlavní autoři: Mazrooyisebdani, Mohsen, Nair, Veena A., Garcia-Ramos, Camille, Mohanty, Rosaleena, Meyerand, Elizabeth, Hermann, Bruce, Prabhakaran, Vivek, Ahmed, Raheel
Médium: Artigo
Jazyk:Inglês
Vydáno: Mary Ann Liebert, Inc., publishers 2020
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Original Articles
On-line přístup: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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