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Application of Bayesian networks to generate synthetic health data

OBJECTIVE: This study seeks to develop a fully automated method of generating synthetic data from a real dataset that could be employed by medical organizations to distribute health data to researchers, reducing the need for access to real data. We hypothesize the application of Bayesian networks wi...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Kaur, Dhamanpreet, Sobiesk, Matthew, Patil, Shubham, Liu, Jin, Bhagat, Puran, Gupta, Amar, Markuzon, Natasha
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7973486/
https://ncbi.nlm.nih.gov/pubmed/33367620
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa303
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