• DocumentCode
    1591038
  • Title

    Computer Aided Tongue Diagnosis System

  • Author

    Zhang, H.Z. ; Wang, K.Q. ; Zhang, D. ; Pang, B. ; Huang, B.

  • Author_Institution
    Harbin Inst. of Technol.
  • fYear
    2005
  • fDate
    6/27/1905 12:00:00 AM
  • Firstpage
    6754
  • Lastpage
    6757
  • Abstract
    To circumvent the subjective and qualitative problems of traditional tongue diagnosis, we present a novel computer aided tongue diagnosis system (CATDS). In this system, a standard acquisition device as well as a new color correction method is utilized to capture qualified tongue images. The system is constituted by five components: user interface module, acquisition module, tongue image database, image preprocessing module and diagnosis engine. In contrast to existing CATDS, the proposed system aims to establish the relationship between quantitative features and diseases via the Bayesian networks. System tests are carried out on a group of 544 patients affected by 9 common diseases and 56 healthy volunteers. The results show that the system can properly identify six groups: healthy, pulmonary heart disease, appendicitis, gastritis, pancreatitis and bronchitis with accuracy higher than 75%. Moreover, the execution time for the whole diagnosis process including image preprocessing and diagnosis is less than 5 seconds
  • Keywords
    Bayes methods; biomedical optical imaging; cardiology; diseases; image colour analysis; medical image processing; user interfaces; Bayesian networks; acquisition module; appendicitis; bronchitis; color correction method; computer aided tongue diagnosis system; diagnosis engine; gastritis; image preprocessing module; pancreatitis; pulmonary heart disease; tongue image database; user interface module; Bayesian methods; Cardiac disease; Cardiovascular diseases; Color; Engines; Image databases; Pancreas; System testing; Tongue; User interfaces; Bayesian network; Color correction; Computer aided tongue diagnosis; TCM modernization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1616055
  • Filename
    1616055