Using data-driven sublanguage pattern mining to induce knowledge models: application in medical image reports knowledge representation

Using data-driven sublanguage pattern mining to induce knowledge models: application in medical image reports knowledge representation

Abstract Background The use of knowledge models facilitates information retrieval, knowledge base development, and therefore supports new knowledge discovery that ultimately enables decision support applications. Most existing works have employed machine learning techniques to construct a knowledge...

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Bibliographic Details
Main Authors: Yiqing Zhao, Nooshin J. Fesharaki, Hongfang Liu, Jake Luo
Format: Article
Language:English
Published: BMC 2018-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Knowledge modeling
Sublanguage analysis
Natural language processing
Semantic network
Big data analysis
Medical imaging
Online Access:http://link.springer.com/article/10.1186/s12911-018-0645-3

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http://link.springer.com/article/10.1186/s12911-018-0645-3

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