Machine learning based predictive model of the risk of Tourette syndrome with SHAP value interpretation: a retrospective observational study
A
Aimin Li
(State Key Laboratory of Chemo and Biosensing, College of Chemistry and Chemical Engineering)
Y
Yueying Liu
Y
Yufan Luo
X
Xue Xiao
W
Wei Xiao
(Center for Plant Molecular Biology, University of Tübingen)
R
Ruijin Xie
X
Xianhui Deng
Z
Zhe Chen
(Gladstone Institutes, San Francisco, CA, USA.)
Q
Qian Zhou
Y
Yue Gong
Z
Zhen Chen
H
Hua Xu
(State Key Laboratory of Gene Function and Modulation Research, School of Life Sciences, and Biomedical Pioneering Innovation Center, Peking University)
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
May 26, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (12)
A
Aimin Li
State Key Laboratory of Chemo and Biosensing, College of Chemistry and Chemical Engineering
Y
Yueying Liu
Y
Yufan Luo
X
Xue Xiao
W
Wei Xiao
Center for Plant Molecular Biology, University of Tübingen
R
Ruijin Xie
X
Xianhui Deng
Z
Zhe Chen
Gladstone Institutes, San Francisco, CA, USA.
Q
Qian Zhou
Y
Yue Gong
Z
Zhen Chen
H
Hua Xu
State Key Laboratory of Gene Function and Modulation Research, School of Life Sciences, and Biomedical Pioneering Innovation Center, Peking University
Related Articles from this Journal
AI models of unstable flow exhibit hallucination
Ramdhan Wibawa, Birendra Jha
Aug 2026
10.1038/s41598-026-64023-8
The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep
Hang Zhang, Yuang Cheng et al.
Aug 2026
10.1038/s41598-026-64075-w
Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean
Ava Mohrazi, Reza Ghasemi-Fasaei
Aug 2026
10.1038/s41598-026-66011-4
Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game
Niloofar Saeedi, Khatereh Borhani et al.
Aug 2026
10.1038/s41598-026-64831-y
An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation
Hyein Lee, Dae-Hyun Jung
Aug 2026
10.1038/s41598-026-64156-w