FIGURE 1.

Overview of MVIFMDA. (A) Construction of multiple miRNA-disease heterogeneous networks using known MDAs and the similarities of miRNAs and diseases. (B) Encoding of heterogeneous network views by GCN to extract topology representations, and using topology representation level attention mechanism to adaptively fuse the different topology information. (C) and (D) Encoding of similarity views by CNN to obtain attribute representations of miRNAs and diseases, respectively.