Personalized prediction for multiple chronic diseases by developing the multi-task Cox learning model
Fig 4
Strategies of parameter sharing in the multitask learning framework.
(A) Hard parameter-sharing mechanism transfers the parameter training representations from hidden layers across all tasks. (B) The soft parameter sharing mechanism shares penalized information between tasks by regularization.