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Table 2 Experimental results for treatment recommendations: median survival time (months)

From: DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

Experiment

DeepSurv

RSF

 

Rec

Anti-Rec

Rec

Anti-Rec

Simulated

3.334

2.867

3.270

3.334

Rotterdam & GBSG

40.099

31.770

39.014

30.752

  1. The bold faced numbers signify the best performing algorithm