• 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