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

Volume / Issue Vol. 15, Issue 1
Published May 26, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

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