DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network.

The predictive and modeling capabilities of DeepSurv will enable medical researchers to use deep neural networks as a tool in their exploration, understanding, and prediction of the effects of a patient's characteristics on their risk of failure.