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20192022
most citedDNNSurv: Deep Neural Networks for Survival Analysis Using Pseudo Values

17 citations · 21 across the 7 of their papers we have counts for

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2 papers · 1 filter

stat.ME2021

Nonparametric Analysis of Delayed Treatment Effects using Single-Crossing Constraints

Nicholas C. Henderson, Kijoeng Nam, Dai Feng

Clinical trials involving novel immuno-oncology (IO) therapies frequently exhibit survival profiles which violate the proportional hazards assumption due to a delay in treatment ef…

stat.ME2021★ 2 cited

BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values

Dai Feng, Lili Zhao

There has been increasing interest in modeling survival data using deep learning methods in medical research. In this paper, we proposed a Bayesian hierarchical deep neural network…