DySurv: dynamic deep learning model for survival analysis with conditional variational inference
While our method leverages non-parametric extensions to deep learning-guided estimations of the survival distribution, further deep learning paradigms could be explored.
Authors
- Peter Watkinson (ORCID: https://orcid.org/0000-0003-1023-3927)
- Tingting Zhu (ORCID: https://orcid.org/0000-0002-1552-5630)
- Munib Mesinovic (ORCID: https://orcid.org/0000-0003-3757-7877)
Institutions
- University of Oxford (GB)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1093/jamia/ocae271
- Citations
- 7
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 2.43
Funders
- Royal Academy of Engineering
- Engineering and Physical Sciences Research Council