Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study

Weijia Chen   ^{1 *} , MD ;   Zhijun Lu   ^{1 *} , MD, PhD ;   Lijue You   ² , MS ;   Lingling Zhou   ³ , BSc ;   Jie Xu   ^{4, 5} , MPhil ;   Ken Chen   ^{1, 5, 6} , MD, DHM

¹ Department of Anesthesiology, Rui Jin Hospital, Luwan Branch, Shanghai Jiao Tong University School of Medicine, Shanghai, China

² Department of Informatics, Rui Jin Hospital, Luwan Branch, Shanghai Jiao Tong University School of Medicine, Shanghai, China

³ Department of Infection Prevention and Control, Rui Jin Hospital, Luwan Branch, Shanghai Jiao Tong University School of Medicine, Shanghai, China

⁴ VitalStrategic Research Institute, Shanghai, China

⁵ Synyi Research, Shanghai, China

⁶ Precision Diagnosis and Image Guided Therapy, Philips Research China, Shanghai, China

*these authors contributed equally