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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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| Pubblicato in: | J Am Med Inform Assoc |
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| Autori principali: | , , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Oxford University Press
2020
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| Soggetti: | |
| Accesso online: | 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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