Figure 1

(a) Illustration of the process for constructing a weighted patient network. (b) The workflow of graph neural network (GNN)-based models for disease prediction. X1, X2, …, Xn are the input features, and Z1, Z2, …, Zn are the output of the last layer in the GNN-based model. (c) Block diagram of the proposed GNN-based framework.