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

Using machine learning technique by XGboost, more significant prediction model can be built. This XGboost model may prove clinically useful and assist clinicians in tailoring precise management and therapy for the patients with sepsis-3.