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Source: Journal of Biomedical Informatics
Education: Learning
Management: Electronic Medical Records (EMR)
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CBN: Constructing a Clinical Bayesian Network based on Data from the Electronic Medical Record
Publication date: Available online 3 November 2018Source: Journal of Biomedical InformaticsAuthor(s): Ying Shen, Lizhu Zhang, Jin Zhang, Min Yang, Buzhou Tang, Yaliang Li, Kai LeiAbstractThe process of learning candidate causal relationships involving diseases and symptoms from electronic medical records (EMRs) is the first step towards learning models that perform diagnostic inference directly from real healthcare data. However, the existing diagnostic inference systems rely on knowledge bases such as ontology that are manually compiled through a labour-intensive process or automatically derived using simple pairwise stat...
Source: Journal of Biomedical Informatics - November 4, 2018 Category: Information Technology Source Type: research
