The workflow of the study. (A) The pretrained GAT architecture HealthModel and (B) the multitask survival prediction framework DQSurv, including the survival prediction task and the gene expression prediction task. The gray boxes with the letters A/B/C represent the three major modules to be described in detail in the ‘Overview of the study’ section.