Machine Learning–Based Prediction of Delirium and Risk Factor Identification in Intensive Care Unit Patients With Burns: Retrospective Observational Study

Ryo Esumi   ^{1 *} , MD, PhD ;   Hiroki Funao   ^{2 *} , MSc ;   Eiji Kawamoto   ¹ , MD, PhD ;   Ryota Sakamoto   ³ , PhD ;   Asami Ito-Masui   ¹ , MD, PhD ;   Fumito Okuno   ⁴ , MD ;   Toru Shinkai   ⁴ , MD, PhD ;   Atsuya Hane   ⁴ , MD ;   Kaoru Ikejiri   ⁴ , MD ;   Yuichi Akama   ¹ , MD, PhD ;   Arong Gaowa   ¹ , PhD ;   Eun Jeong Park   ¹ , PhD ;   Ryo Momosaki   ⁵ , MD, PhD ;   Ryuji Kaku   ⁶ , MD, PhD ;   Motomu Shimaoka   ¹ , MD, PhD

¹ Department of Molecular Pathobiology and Cell Adhesion Biology, Mie University Graduate School of Medicine, Mie University, Tsu, Japan

² Department of Practical Nursing, Mie University Graduate School of Medicine, Tsu city, Japan

³ Department of Medical Informatics, Mie University Hospital, Tsu city, Japan

⁴ Department of Emergency and Critical Care Center, Mie University Hospital, Tsu city, Japan

⁵ Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu city, Japan

⁶ Department of Anesthesiology, Mie University Hospital, Tsu city, Japan

*these authors contributed equally