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Update README.md
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Chirag Nagpal authored Nov 2, 2021
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Expand Up @@ -32,7 +32,7 @@ As compared to typical regression problems, Survival Analysis differs in two maj

Deep Survival Machines
----------------------
<img width=80% src=https://ndownloader.figshare.com/files/25259852>
<img width=100% src=https://ndownloader.figshare.com/files/25259852>


**Deep Survival Machines (DSM)** is a **fully parametric** approach to model
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Recurrent Deep Survival Machines
--------------------------------
<img width=80% src=https://ndownloader.figshare.com/files/28329918>
<img width=100% src=https://ndownloader.figshare.com/files/28329918>


**Recurrent Deep Survival Machines (RDSM)** builds on the original **DSM**
Expand All @@ -79,6 +79,8 @@ before determining the underlying survival distributions.
Deep Cox Mixtures
------------------
<img width=100% align="center" src=https://ndownloader.figshare.com/files/28316535>

The Cox Mixture involves the assumption that the survival function
of the individual to be a mixture of K Cox Models. Conditioned on each
subgroup Z=k; the PH assumptions are assumed to hold and the baseline
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