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

Jared L KatzmanUri ShahamAlexander CloningerJonathan BatesTingting JiangYuval Kluger
Published 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.
Keyphrases
  • neural network
  • healthcare
  • case report