Title: "Temporal Quilting for Survival Analysis"
Authors: Changhee Lee, William R. Zame, Ahmed M. Alaa, Mihaela van der Schaar
- Reference: C. Lee, W. R. Zame, A. M. Alaa, M. van der Schaar, "Temporal Quilting for Survival Analysis," International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
- Paper: http://proceedings.mlr.press/v89/lee19a/lee19a.pdf
- Supplementary: https://www.vanderschaar-lab.com/papers/AISTATS_SurvivalQuilt_Supplementary.pdf
This code shows the implementation of SurvivalQuilts and a toy example on the Metabric dataset.
The detailed modifications are as follows:
- Current version contains python based survvial analysis models as the underlying models.
- Deep learning methods will be included in the future release.