Drug repositioning by collaborative learning based on graph convolutional inductive network

Zhixia Teng, Yongliang Li, Zhen Tian, Yingjian Liang, Guohua Wang

Abstract: Highlights•Gaussian similarity kernel fusion algorithm measures similarity of drug and disease.•DDA network is induced from convolutional graph embeddings of drugs and diseases.•Collaborative learning model offers the comprehensive inferences on DDAs.