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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:J Am Med Inform Assoc
Hauptverfasser: Kaur, Dhamanpreet, Sobiesk, Matthew, Patil, Shubham, Liu, Jin, Bhagat, Puran, Gupta, Amar, Markuzon, Natasha
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2020
Schlagworte:
Online Zugang: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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