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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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Bibliografiske detaljer
Udgivet i:AMIA Annu Symp Proc
Main Authors: Yan*, Chao, Zhang*, Ziqi, Nyemba, Steve, Malin, Bradley A.
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075510/
https://ncbi.nlm.nih.gov/pubmed/33936510
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