CBN: Constructing a clinical Bayesian network based on data from the electronic medical record

[Display omitted] •Deriving a high-quality topology and ontology from EMR data is viable.•The determination of the relationship type optimizes the input of topology learning.•Combined operation of OR and K2 algorithm aides Bayesian topology construction.•Clinical Bayesian Network assists ontology fo...

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Veröffentlicht in:	Journal of biomedical informatics 2018-12, Vol.88, p.1-10
Hauptverfasser:	Shen, Ying, Zhang, Lizhu, Zhang, Jin, Yang, Min, Tang, Buzhou, Li, Yaliang, Lei, Kai
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian network Disease diagnosis Ontology Probabilistic inference
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