Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study

Ren Zhang   ^{1, 2 *} , MD ;   Yi Liu   ^{3 *} , MD ;   Zhiwei Zhang   ^{2 *} , MD ;   Rui Luo   ⁴ , MEng ;   Bin Lv   ¹ , MD

¹ Department of Gynecology and Obstetrics, West China Second University Hospital, Sichuan University, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China

² West China School of Medicine, Sichuan University, Chengdu, China

³ Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China

⁴ College of Engineering, University of California, Berkeley, CA, United States

*these authors contributed equally