A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing
Thai-Hoang Pham, Yue Qiu, Jucheng Zeng, Lei Xie, Ping Zhang
Topics & Concepts
Drug repositioningComputer scienceRepurposingMechanism (biology)Computational biologyDrug discoveryDeep learningPhenotypeThroughputArtificial intelligenceMachine learningGeneData miningDrugBioinformaticsBiologyGeneticsTelecommunicationsPharmacologyEpistemologyPhilosophyWirelessEcologyComputational Drug Discovery MethodsBioinformatics and Genomic NetworksViral Infectious Diseases and Gene Expression in Insects