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autonlab / auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
http://autonlab.github.io/auton-survival
MIT License
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Time varying #58

Closed PARODBE closed 2 years ago

PARODBE commented 2 years ago

Hi!

Thank you for this work. Are there any possibility of use this library for survival analysis with time varying using deep learning approaches???

Thanks Pablo

chiragnagpal commented 2 years ago

The recurrent Deep survival machines is designed to work with Time-varying covariates. Please check https://autonlab.github.io/DeepSurvivalMachines/#deep-recurrent-survival-machines https://github.com/autonlab/DeepSurvivalMachines/blob/master/examples/RDSM%20on%20PBC%20Dataset.ipynb