A joint learning method for incomplete and imbalanced data in electronic health record based on generative adversarial networks
Xutao Weng, Hong Song, Yucong Lin, You Wu, Xi Zhang, Bowen Liu, Jian Yang
Topics & Concepts
Computer scienceMissing dataImputation (statistics)Consistency (knowledge bases)Machine learningData miningGenerative grammarArtificial intelligenceGenerative adversarial networkHealth recordsData consistencyDeep learningOperating systemEconomic growthHealth careEconomicsMachine Learning in HealthcareImbalanced Data Classification TechniquesGenerative Adversarial Networks and Image Synthesis