The Diagnosis of Autism Spectrum Disorder Based on the Random Neural Network Cluster

The Diagnosis of Autism Spectrum Disorder Based on the Random Neural Network Cluster

As the autism spectrum disorder (ASD) is highly heritable, pervasive and prevalent, the clinical diagnosis of ASD is vital. In the existing literature, a single neural network (NN) is generally used to classify ASD patients from typical controls (TC) based on functional MRI data and the accuracy is...

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Bibliographic Details
Main Authors: Xia-an Bi, Yingchao Liu, Qin Jiang, Qing Shu, Qi Sun, Jianhua Dai
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Human Neuroscience
Subjects:
fMRI
random elman neural network cluster
autism spectrum disorder
neural network
classification
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2018.00257/full

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