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SynTEG: a framework for temporal structured electronic health data simulation

OBJECTIVE: Simulating electronic health record data offers an opportunity to resolve the tension between data sharing and patient privacy. Recent techniques based on generative adversarial networks have shown promise but neglect the temporal aspect of healthcare. We introduce a generative framework...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Zhang, Ziqi, Yan, Chao, Lasko, Thomas A, Sun, Jimeng, Malin, Bradley A
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7936402/
https://ncbi.nlm.nih.gov/pubmed/33277896
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa262
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