Search Results for author: Taehwa Choi

Found 2 papers, 1 papers with code

Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression

1 code implementation16 Jul 2023 Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi

The proposed method is a semiparametric approach to AFT modeling that does not impose any distributional assumptions on the survival time distribution.

regression Representation Learning +2

Towards simple time-to-event modeling: optimizing neural networks via rank regression

no code implementations29 Sep 2021 Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi

Time-to-event analysis, also known as survival analysis, aims to predict the first occurred event time, conditional on a set of features.

regression Representation Learning +2

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