Explainable Machine Learning Model for Predicting Persistent Sepsis-Associated Acute Kidney Injury: Development and Validation Study

Wei Jiang   ^{1 *} , MD ;   Yaosheng Zhang   ^{2 *} , BD ;   Jiayi Weng   ^{3 *} , BS ;   Lin Song   ^{1 *} , MD ;   Siqi Liu   ^{3 *} , BS ;   Xianghui Li   ¹ , MM ;   Shiqi Xu   ¹ , MM ;   Keran Shi   ¹ , MM ;   Luanluan Li   ¹ , MM ;   Chuanqing Zhang   ¹ , MM ;   Jing Wang   ¹ , MD ;   Quan Yuan   ² , BM ;   Yongwei Zhang   ² , BM ;   Jun Shao   ¹ , MM ;   Jiangquan Yu   ^{1 *} , PhD ;   Ruiqiang Zheng   ¹ , MM

¹ Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China

² School of Clinical and Basic Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

³ School of Economics and Management, Beijing Jiao Tong University, Beijing, China

*these authors contributed equally