MultiscaleDTA: A multiscale-based method with a self-attention mechanism for drug-target binding affinity prediction
Haoyang Chen, LI Da-he, Jiaqi Liao, Lesong Wei, Leyi Wei
Topics & Concepts
Computer scienceBinary classificationArtificial intelligenceMechanism (biology)Machine learningConvolutional neural networkDrug discoveryIn silicoTask (project management)Drug targetFeature (linguistics)Artificial neural networkSupport vector machineData miningBioinformaticsChemistryBiologyPharmacologyManagementEconomicsEpistemologyBiochemistryLinguisticsGenePhilosophyComputational Drug Discovery MethodsProtein Structure and DynamicsMachine Learning in Materials Science