Rely on DeepSurvivalMachines to model survival curves. Utilize the reparametrization trick to get uncertaitny bounds on the parameters. Then propagate the uncertainty using Gaussian Error approx. to obtain error bounds on the survival estimates.
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DeepSurvivalMachines with uncertainty estimates.
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thbuerg/UncertaintyDeepSurvivalMachines
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