Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis.

Here, we described our experience with the development of models for predicting cardiovascular prognosis by machine learning. Machine learning could identify risk predicting models with good predictive capability and good discrimination of the risk impact.