Machine Learning Based Early Diagnosis of ADHD with SHAP Value Interpretation: A Retrospective Observational Study

Machine Learning Based Early Diagnosis of ADHD with SHAP Value Interpretation: A Retrospective Observational Study

Xinyu Zhang,1,* Xue Xiao,1,* Yufan Luo,1 Wei Xiao,1 Yingsi Cao,1 Yuanjin Chang,1 Dongqin Wu,1 Hua Xu,1 Jinlin Zhao,1 Xianhui Deng,2 Yuanying Jiang,3 Ruijin Xie,1,4 Yueying Liu1 1Department of Pediatrics, Affiliated Hospital of Jiangnan University, Wuxi, People’s Republic of C...

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Bibliographic Details
Main Authors: Zhang X, Xiao X, Luo Y, Xiao W, Cao Y, Chang Y, Wu D, Xu H, Zhao J, Deng X, Jiang Y, Xie R, Liu Y
Format: Article
Language:English
Published: Dove Medical Press 2025-05-01
Series:Neuropsychiatric Disease and Treatment
Subjects:
ADHD
diagnosis
biomarkers
machine learning
SHAP methods
Online Access:https://www.dovepress.com/machine-learning-based-early-diagnosis-of-adhd-with-shap-value-interpr-peer-reviewed-fulltext-article-NDT
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