Machine-Learning Monitoring System for Predicting Mortality Among Patients With Noncancer End-Stage Liver Disease: Retrospective Study

Yu-Jiun Lin   ^{1, 2} , MD ;   Ray-Jade Chen   ^{3, 4} , MD, MSc ;   Jui-Hsiang Tang   ⁵ , MD ;   Cheng-Sheng Yu   ^{1, 2 *} , PhD ;   Jenny L Wu   ^{1, 2} , BSc ;   Li-Chuan Chen   ^{6, 7} , MSN ;   Shy-Shin Chang   ^{1, 2, 6 *} , MD, PhD

¹ Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

² Department of Family Medicine, Taipei Medical University Hospital, Taipei, Taiwan

³ Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

⁴ Division of General Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei, Taiwan

⁵ Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan

⁶ Department of Community and Preventive Medicine, Taipei Medical University Hospital, Taipei, Taiwan

⁷ School of Gerontology Health Management, College of Nursing, Taipei Medical University, Taipei, Taiwan

*these authors contributed equally