Development and Validation of a Machine Learning Model for Early Prediction of Delirium in Intensive Care Units Using Continuous Physiological Data: Retrospective Study

Chanmin Park   ¹ , MS ;   Changho Han   ¹ , MD, PhD ;   Su Kyeong Jang   ² , MS ;   Hyungjun Kim   ² , MS ;   Sora Kim   ³ , RN, BSN ;   Byung Hee Kang   ⁴ , MD ;   Kyoungwon Jung   ⁴ , MD, PhD ;   Dukyong Yoon   ¹ , MD, PhD

¹ Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea

² BUD.on Inc., Seoul, Republic of Korea

³ Ajou University Hospital Gyeonggi South Regional Trauma Center, Suwon, Republic of Korea

⁴ Department of Surgery, Division of Trauma Surgery, Ajou University School of Medicine, Suwon, Republic of Korea