Facing small and biased data dilemma in drug discovery with enhanced federated learning approaches
Zhaoping Xiong, Ziqiang Cheng, Xinyuan Lin, Chi Xu, Xiaohong Liu, Dingyan Wang, Xiaomin Luo, Yong Zhang, Hualiang Jiang, Nan Qiao, Mingyue Zheng
Topics & Concepts
Computer scienceDrug discoveryDilemmaMachine learningFederated learningData scienceArtificial intelligenceData qualityData miningBioinformaticsEngineeringEpistemologyMetric (unit)PhilosophyBiologyOperations managementComputational Drug Discovery MethodsMachine Learning in Materials ScienceSARS-CoV-2 detection and testing