Predicting Sepsis Mortality in a Population-Based National Database: Machine Learning Approach

James Yeongjun Park   ¹ , MSc ;   Tzu-Chun Hsu   ² , BSc ;   Jiun-Ruey Hu   ³ , MPH, MD ;   Chun-Yuan Chen   ⁴ , MD ;   Wan-Ting Hsu   ^{5, 6} , MSc ;   Matthew Lee   ⁶ , JD, PhD ;   Joshua Ho   ⁷ , MSc ;   Chien-Chang Lee   ^{2, 7} , MD, SCD

¹ Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, United States

² Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan

³ Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States

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

⁵ Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, United States

⁶ Medical Wizdom, LLC, Brookline, MA, United States

⁷ Center of Intelligent Healthcare, National Taiwan University Hospital, Taipei, Taiwan