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 FengPublished 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.