• DocumentCode
    3514955
  • Title

    Multiviews ontologies based reasoning for medical diagnosis in VDS

  • Author

    Fujita, Hamido ; Kurematsu, Masaki ; Hakura, Jun

  • Author_Institution
    Intell. Software Syst. Lab., Iwate Prefectuarl Univ., Takizawa, Japan
  • fYear
    2011
  • fDate
    8-10 Sept. 2011
  • Firstpage
    397
  • Lastpage
    406
  • Abstract
    This paper examined issues on reasoning in Virtual Doctor System based on two views representations for patient diagnosis. This is reason on similar medical concepts that are viewed on the presented ontology, to reason on medical status for patients. These two types of ontology have been presented to formalize a patient state: mental ontology reflecting the patient mental behavior due to certain disorder and physical ontology reflecting the observed physical behavior exhibited through disorder. These diagnosis issues are represented through concepts. Patient observations are reflected on these concepts for similarity calculation that produce decision making based query. These two types of ontologies have been mapped and aligned for reasoning using a simple Bayesian Network for causal reasoning to find related query decision case based diagnosis collected from expert doctors.. We have constructed an integrated computerized model which reflects a human diagnostician as computer model and through it; an integrated interaction between that model and the real human user (patient) is utilized for 1st stage diagnosis purposes.
  • Keywords
    Bayes methods; inference mechanisms; medical diagnostic computing; ontologies (artificial intelligence); Bayesian Network; VDS; causal reasoning; decision making based query; human diagnostician; integrated computerized model; medical diagnosis; mental ontology; multiviews ontology based reasoning; patient diagnosis; patient mental behavior; query decision case based diagnosis; virtual doctor system; Avatars; Cognition; Face; Medical diagnosis; Medical diagnostic imaging; Ontologies; Medical diagnosis; cognitive model; entropy; human interaction. Similarity; knowledge based reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2011 IEEE 9th International Symposium on
  • Conference_Location
    Subotica
  • Print_ISBN
    978-1-4577-1975-2
  • Type

    conf

  • DOI
    10.1109/SISY.2011.6034361
  • Filename
    6034361