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February 26, 2018BMC Medical Research Methodology2,008 citationsOpen Access

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

JKJared KatzmanUSUri ShahamACAlexander Cloninger

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Abstract

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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Katzman et al. (2018) studied this question.

synapsesocial.com/papers/69d6c7de639f29d8dcab321bhttps://doi.org/10.1186/s12874-018-0482-1
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