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Updated: Sep 12, 2025

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在儿童中识别ADHD的图形神经网络

Runxuan Yu1, Xinmeng Zhang1, You Chen1,2

  • 1Vanderbilt University, Nashville, TN, USA.

Studies in health technology and informatics
|August 8, 2025
PubMed
概括

图形神经网络,特别是GraphSAGE,在儿童诊断注意力缺陷/多动障碍 (ADHD) 方面表现有前途. 这种人工智能方法在一项大规模研究中表现优于传统方法,使得ADHD的早期干预成为可能.

关键词:
更多关于 ADHD ADHD 的文章图形神经网络 (GNN) 是一个神经网络.机器学习 (ML) 是指机器学习.

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相关概念视频

Attention-Deficit/Hyperactivity Disorder01:30

Attention-Deficit/Hyperactivity Disorder

Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by persistent inattention, hyperactivity, and impulsivity. It affects approximately 5-8% of children globally, with around 60-70% of cases persisting into adulthood. ADHD has significant implications for educational attainment, social interactions, and occupational success.
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
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