圖神經(jīng)網(wǎng)絡(luò)在藥物-靶標(biāo)預(yù)測(cè)領(lǐng)域的研究進(jìn)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
藥物研發(fā)是一個(gè)漫長(zhǎng)且復(fù)雜的過(guò)程,涉及到藥物發(fā)現(xiàn)、設(shè)計(jì)、優(yōu)化和臨床試驗(yàn)等多個(gè)環(huán)節(jié)。(剩余10880字)