Diagnostic model optimization method for ADHD based on brain network analysis of resting-state fMRI images and transfer learning neural network

Diagnostic model optimization method for ADHD based on brain network analysis of resting-state fMRI images and transfer learning neural network

Introduction: Attention deficit and hyperactivity disorder (ADHD) is a common inherited disease of the nervous system whose cause(s) and pathogenesis remain unclear. Currently, the diagnosis of ADHD is mainly based on clinical experience and guidelines that have laid out some diagnostic standards. O...

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Bibliographic Details
Main Authors: Xiaojing Meng, Wenjie Zhuo, Peng Ge, Bin Zou, Yao Zhu, Weidong Liu, Xuzhou Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Human Neuroscience
Subjects:
attention deficit and hyperactivity disorder
resting-state fMRI
brain network
classification
transfer learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2022.1005425/full

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