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Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks

Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin Kurç, Kayley Abell-Hart, Janos Hajagos, Wei Zhu, Mary Saltz, Joel Saltz

2021Lecture notes in computer science14 citationsDOI

Topics & Concepts

Computer scienceAutoencoderArtificial intelligenceSynthetic dataMachine learningGenerative adversarial networkGenerative grammarTask (project management)Adversarial systemGenerative modelArtificial neural networkDeep learningData miningEconomicsManagementMachine Learning in HealthcarePrivacy-Preserving Technologies in DataGenerative Adversarial Networks and Image Synthesis
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks | Litcius