Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost

Sepsis is a significant cause of mortality in-hospital, especially in ICU patients. Early prediction of sepsis is essential, as prompt and appropriate treatment can improve survival outcomes. Machine learning ...

Source: Journal of Translational Medicine - December 7, 2020 Category: Research Authors: Nianzong Hou, Mingzhe Li, Lu He, Bing Xie, Lin Wang, Rumin Zhang, Yong Yu, Xiaodong Sun, Zhengsheng Pan and Kai Wang Tags: Research Source Type: research