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

• Hauptverfasser: James Yeongjun Park (Verfasst von), Tzu-Chun Hsu (Verfasst von), Jiun-Ruey Hu (Verfasst von), Chun-Yuan Chen (Verfasst von), Wan-Ting Hsu (Verfasst von), Matthew Lee (Verfasst von), Joshua Ho (Verfasst von), Chien-Chang Lee (Verfasst von)
• Format: Buch
• Veröffentlicht: JMIR Publications, 2022-04-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: 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...