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

• Main Authors: James Yeongjun Park (Author), Tzu-Chun Hsu (Author), Jiun-Ruey Hu (Author), Chun-Yuan Chen (Author), Wan-Ting Hsu (Author), Matthew Lee (Author), Joshua Ho (Author), Chien-Chang Lee (Author)
• Format: Book
• Published: JMIR Publications, 2022-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAlthough machine learning (ML) algorithms have been applied to point-of-care sepsis prognostication, ML has not been used to predict sepsis mortality in an administrative database. Therefore, we examined the performance of common ML algorithms in predicting sepsis mortality in adult patien...