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Generating Electronic Health Records with Multiple Data Types and Constraints

Sharing electronic health records (EHRs) on a large scale may lead to privacy intrusions. Recent research has shown that risks may be mitigated by simulating EHRs through generative adversarial network (GAN) frameworks. Yet the methods developed to date are limited because they 1) focus on generatin...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Yan*, Chao, Zhang*, Ziqi, Nyemba, Steve, Malin, Bradley A.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075510/
https://ncbi.nlm.nih.gov/pubmed/33936510
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