图神经网络在药物-靶标预测领域的研究进展

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ResearchProgressofGraphNeuralNetworkintheFieldofDrug-targetPrediction

SUNLianwei,LIANXuequan,YANG Jialin,LI Jianwei (SchoolofArtificial Intelligence,HebeiUniversityofTechnology,Tianjin3Oo4O1,China)

Abstract:rugaepdictioiscalprtfodugseadeveloetItoeostebfodlole thediscoverydieisiiolgsadvelotgteacoDdito targetfipitioeotsfragepordicingaiteaciodegaeisi potentialinteracsfaiafoepoiiongdeveotdicigargflil rolendrugdesindiatioAseeleangodelfoprocesingarucuredataauralork(GNeciely representodesdedsiomogeeousorterogeousetworksndsenelyusediriosdrugargetprdictiotasisar reviewtheahfaalokidgtioderovideefet of graph neural network in the field of drug research and development.

Keywords:Drugargetprediction;Drugargetinteraction;DrugaretafinityGraphneuralnetwork;Heterogeneousetork

药物研发是一个漫长且复杂的过程,涉及到药物发现、设计、优化和临床试验等多个环节。(剩余10880字)

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