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Improved nonparametric survival prediction using CoxPH, Random Survival Forest & DeepHit Neural Network

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In recent times, time-to-event data such as time to failure or death is routinely collected alongside high-throughput covariates. These high-dimensional bioinformatics data often challenge classical survival models, which are either infeasible to fit or produc... ...