Diagnosis of Autism Spectrum Disorder (ASD) by Dynamic Functional Connectivity Using GNN-LSTM

Diagnosis of Autism Spectrum Disorder (ASD) by Dynamic Functional Connectivity Using GNN-LSTM

Early detection of autism spectrum disorder (ASD) is particularly important given its insidious qualities and the high cost of the diagnostic process. Currently, static functional connectivity studies have achieved significant results in the field of ASD detection. However, with the deepening of cli...

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Bibliographic Details
Main Authors: Jun Tang, Jie Chen, Miaojun Hu, Yao Hu, Zixi Zhang, Liuming Xiao
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
autism spectrum disorder (ASD)
dynamic functional connectivity
graph neural networks (GNNs)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/1424-8220/25/1/156
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