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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Am Med Inform Assoc
Egile Nagusiak: Zhang, Ziqi, Yan, Chao, Lasko, Thomas A, Sun, Jimeng, Malin, Bradley A
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2020
Gaiak:
Sarrera elektronikoa: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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