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langzeng / tdCoxSNN

The example code of time-dependent Cox Survival Neural Network (tdCoxSNN)
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time-dependent #1

Open jzhao9921 opened 1 year ago

jzhao9921 commented 1 year ago

Hello, Langzeng, I am very interested in your tdCoxSNN. There is a time-dependent in the naming of this model. I want to ask where this time-dependent is reflected? I look forward to your reply!

langzeng commented 1 year ago

Hi, sorry for my late response. The word "time-dependent" highlights the ability of the proposed model to learn the effect of longitudinal predictors on the survival outcome. You can check [1] for more information.

[1] Fisher, L.D. and Lin, D.Y., 1999. Time-dependent covariates in the Cox proportional-hazards regression model. Annual review of public health, 20(1), pp.145-157.