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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Bibliographic Details
Published in:J Am Med Inform Assoc
Main Authors: Kaur, Dhamanpreet, Sobiesk, Matthew, Patil, Shubham, Liu, Jin, Bhagat, Puran, Gupta, Amar, Markuzon, Natasha
Format: Artigo
Language:Inglês
Published: Oxford University Press 2020
Subjects:
Research and Applications
Online Access: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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