Multi-Hops Functional Connectivity Improves Individual Prediction of Fusiform Face Activation via a Graph Neural Network

Multi-Hops Functional Connectivity Improves Individual Prediction of Fusiform Face Activation via a Graph Neural Network

Brain connectivity plays an important role in determining the brain region’s function. Previous researchers proposed that the brain region’s function is characterized by that region’s input and output connectivity profiles. Following this proposal, numerous studies have investigated the relationship...

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Bibliographic Details
Main Authors: Dongya Wu, Xin Li, Jun Feng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Neuroscience
Subjects:
multi-hops connectivity
graph neural network
individual prediction
connectivity–function relationship
fusiform face function
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2020.596109/full

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