Multimodal contrastive representation learning for drug-target binding affinity prediction
Linlin Zhang, Chunping Ouyang, Yongbin Liu, Yiming Liao, Zheng Gao
Topics & Concepts
ModalitiesComputer scienceDrug targetArtificial intelligenceFeature (linguistics)Interaction informationBenchmark (surveying)Machine learningModality (human–computer interaction)Drug developmentFeature learningString (physics)Representation (politics)GraphDrug discoveryDrugBioinformaticsTheoretical computer scienceBiologyMathematicsPoliticsMathematical physicsLinguisticsPolitical scienceGeodesyLawGeographySociologySocial scienceStatisticsPhilosophyPharmacologyComputational Drug Discovery MethodsChemical Synthesis and AnalysisProtein Structure and Dynamics