Evaluating the Potential of Machine Learning and Wearable Devices in End-of-Life Care in Predicting 7-Day Death Events Among Patients With Terminal Cancer: Cohort Study

Jen-Hsuan Liu   ^{1, 2, 3} , MD, MS ;   Chih-Yuan Shih   ^{3, 4} , MD, MSc, PhD ;   Hsien-Liang Huang   ^{3, 4} , MD, MSc ;   Jen-Kuei Peng   ^{3, 4} , MD, MS, PhD ;   Shao-Yi Cheng   ^{3, 4} , MD, MSc, DrPH ;   Jaw-Shiun Tsai   ^{3, 4} , MD, PhD ;   Feipei Lai   ^{2, 5} , PhD

¹ Department of Family Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan

² Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan

³ Department of Family Medicine, National Taiwan University Hospital, National Taiwan University, Taipei, Taiwan

⁴ Department of Family Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan

⁵ Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan