Machine Learning–Based Mortality Prediction of Patients at Risk During Hospital Admission

This study demonstrates that using only a limited, standardized data set in-hospital mortality can be predicted satisfactorily at the time point of hospital admission. More parameters describing patient's health are likely needed to improve our model.