Explainable deep transfer learning model for disease risk prediction using high-dimensional genomic data
Fig 2
An illustrative figure of the architecture of the proposed transfer-learning-based deep network, where no interaction between genes is assumed.
The blue box: DNN models obtained from feature screening and the corresponding parameters are fixed. The green box: the newly added hidden layers, a background node, and their associated parameters that need to be estimated.