DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network.
Jared L KatzmanUri ShahamAlexander CloningerJonathan BatesTingting JiangYuval KlugerPublished in: BMC medical research methodology (2018)
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.
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