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Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: a big data-driven, machine learning approach.

Hao DuKewin Tien-Ho SiahValencia Zhang Ru-YanReadon TehChristopher Yu En TanWesley YeungChristina ScadutoSarah BolongaitaMaria Teresa Kasunuran CruzMengru LiuXiaohao LinYan Yuan TanMengling Feng
Published in: BMJ open gastroenterology (2022)
Our machine learning derived CDI in-hospital mortality prediction model identified pertinent factors that can assist critical care clinicians in identifying patients at high risk of dying from CDI.
Keyphrases
  • machine learning
  • big data
  • palliative care
  • artificial intelligence
  • deep learning
  • emergency department
  • clostridium difficile