In this section, the new survival prediction method was formed by integrating hazard rate network and the proposed distribution function network. The hazard ratio network was pre-trained before merging the two networks. The pre-trained network was then integrated with the proposed distribution function network to predict death time as shown in Fig. 6.

Model schematic for survival estimation

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