DocumentCode
669067
Title
Research of information presentation for electronic medical record based on ontology
Author
Chenguang Zhao ; Luwei Zhang
Author_Institution
Dept. of Electron. Inf. Eng., Shenyang Aerosp. Univ., Shenyang, China
Volume
3
fYear
2013
fDate
23-24 Nov. 2013
Firstpage
489
Lastpage
492
Abstract
To meet the demand of the digital representation for relative information of the electronic medical records, this paper presents a method to converse the existing data and establish electronic medical record repository based on ontology. Furthermore, the electronic medical record storage structure is discussed. The ontology frame is introduced in detail. In order to provide the intelligent reasoning capability, variable rough set theory is applied in the experiment, the reliable EMR samples and reducing decision table are essential for the reasoning result. Finally, the paper tries to research the patients´ semantic information and their relations, discover the potential valuable knowledge, assist the doctors carry on effectively early treatment. The experiment result showed that the ontology based description for EMR is efficient for presenting the hospital knowledge structure, available to afford useful sources of information for physician.
Keywords
data mining; electronic health records; ontologies (artificial intelligence); rough set theory; EMR samples; decision table reduction; digital representation; electronic medical record repository; electronic medical record storage structure; hospital knowledge structure; information presentation; intelligent reasoning capability; knowledge discovery; ontology based description; ontology frame; patient semantic information; variable rough set theory; Data mining; Databases; Electronic medical records; Medical diagnostic imaging; Medical services; Ontologies; Electronic Medical Record; Ontology; Semantic Information; Variable Rough Set;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Management, Innovation Management and Industrial Engineering (ICIII), 2013 6th International Conference on
Conference_Location
Xi´an
Print_ISBN
978-1-4799-3985-5
Type
conf
DOI
10.1109/ICIII.2013.6703628
Filename
6703628
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