Interpretable prediction of anxiety symptoms during pregnancy via machine learning and SHAP

Yao Xu^1,2, Qingwen Nie¹, Yanshan Lin^1,2+8

• ¹Department of Obstetrics and Gynecology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology; Guangdong-Hong Kong-Macao Greater Bay Area Higher Education Joint Laboratory of Maternal-Fetal Medicine; The Third Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510150, China.+5