Data-driven knowledge acquisition, validation, and transformation into HL7 Arden Syntax

Highlights • Facilitating physicians to acquire the clinical knowledge. • Data-driven knowledge acquisition and validation approach provides baseline for standard base knowledge creation. • Three phase knowledge acquisition from clinical dataset increase adaption of clinical decision support system....

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Bibliographic Details
Published in:	Artificial intelligence in medicine Vol. 92; pp. 51 - 70
Main Authors:	Hussain, Maqbool, Afzal, Muhammad, Ali, Taqdir, Ali, Rahman, Khan, Wajahat Ali, Jamshed, Arif, Lee, Sungyoung, Kang, Byeong Ho, Latif, Khalid
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01-11-2018
Subjects:	Clinical decision support systems Clinical guidelines HL7 Arden Syntax Internal Medicine Knowledge acquisition Knowledge validation Other Prediction models Clinical guidelines Knowledge acquisition Knowledge validation Prediction models Clinical decision support systems HL7 Arden Syntax
Online Access:	Get full text
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Summary:	Highlights • Facilitating physicians to acquire the clinical knowledge. • Data-driven knowledge acquisition and validation approach provides baseline for standard base knowledge creation. • Three phase knowledge acquisition from clinical dataset increase adaption of clinical decision support system. • Create sharable clinical knowledge using HL7 Arden Syntax and HL7 vMR.
Bibliography:	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23
ISSN:	0933-3657 1873-2860
DOI:	10.1016/j.artmed.2015.09.008