Impact of a Clinical Text–Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients: Model Development and Performance Evaluation

Yoshimasa Kawazoe   ¹ , MD, PhD ;   Kiminori Shimamoto   ¹ , MEng ;   Daisaku Shibata   ¹ , PhD ;   Emiko Shinohara   ¹ , PhD ;   Hideaki Kawaguchi   ^{2, 3} , MD, PhD ;   Tomotaka Yamamoto   ⁴ , MD, PhD

¹ Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

² Department of Biomedical Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

³ Quantum Computing Center, Keio University, Tokyo, Japan

⁴ Department of Performance Monitoring and Risk Management, The University of Tokyo Hospital, Tokyo, Japan