A novel approach for extracting functional brain networks involved in mesial temporal lobe epilepsy based on self organizing maps

A novel approach for extracting functional brain networks involved in mesial temporal lobe epilepsy based on self organizing maps

Purpose: We propose a novel data-driven approach to extract and present large-scale functional brain networks from functional magnetic resonance imaging (fMRI) data using spatiotemporal self-organizing maps (STSOM) clustering, accounting for the properties of the brain functional networks being spat...

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Bibliographic Details
Main Authors: Alireza Fallahi, Mohammad Pooyan, Jafar Mehvari Habibabadi, Seyed Sohrab Hashemi-Fesharaki, Narges Hoseini Tabatabaei, Mohammadreza Ay, Mohammad-Reza Nazem-Zadeh
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Functional brain networks
Self-organizing maps
Restricted frechet mean
Mesial temporal lobe epilepsy
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822000302

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http://www.sciencedirect.com/science/article/pii/S2352914822000302

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