A survey of generative adversarial networks for synthesizing structured electronic health records

Electronic Health Records (EHRs) are a valuable asset to facilitate clinical research and point of care applications; however, many challenges such as data privacy concerns impede its optimal utilization. Deep generative models, particularly, Generative Adversarial Networks (GANs) show great promise...

全面介绍

书目详细资料
Main Authors: Ghosheh, G, Zhu, T, Li, J
格式: Journal article
语言:English
出版: Association for Computing Machinery 2024