This paper summarizes the research progress of DDI prediction methods based on graph neural network in recent years,including the definition and classification of DDI prediction,the steps of DDI prediction method based on graph neural net-work model,commonly used data sets and evaluation indicators,as well as the future research direction and application prospect.The existing problems,such as model interpretability,are discussed,and the future research directions such as multi-modal infor-mation fusion are prospected.
关键词
药物相互作用/图神经网络/深度学习/药物治疗
Key words
drug interaction/graph neural network/deep learning/drug therapy
万方数据