• DocumentCode
    2541458
  • Title

    Research on the computer-assisted intelligent diagnosis system of Traditional Chinese Medicine

  • Author

    Zou Yun ; Li Zheng ; Yu Jian ; Zhu Xunsheng ; Gu Zheng

  • Author_Institution
    Sch. of Inf. Sci. & Technol., DongHua Univ., Shanghai, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    329
  • Lastpage
    333
  • Abstract
    Considering the fact that syndrome differentiation of Traditional Chinese Medicine (TCM) is multi-level, multi-angle, holistic and integrated, the concept of fuzzy information granulation is introduced to the intelligent TCM diagnosis system in this paper. The model of TCM knowledge representation and syndrome differentiation is proposed, and then is used to intelligent diagnosis for children with sexual precocity disease. Combining with the database technology, the prototype of computer-assisted intelligent diagnostic system of TCM is developed. Testing result using practical cases shows that the diagnostic accuracy for precocious puberty classification reaches 96%. Knowledge of the intelligent diagnostic system can either be derived from the know-how of Chinese medicine experts or be learnt from cases, and can be modified through self-learning. It is useful to TCM syndrome, objectification of clinical evaluation and scientific research of TCM.
  • Keywords
    diagnostic expert systems; diseases; fuzzy reasoning; knowledge representation; medical diagnostic computing; paediatrics; patient diagnosis; Chinese medicine experts know-how; TCM knowledge representation; TCM scientific research; children; clinical evaluation objectification; computer-assisted intelligent diagnosis system; database technology; diagnostic accuracy; fuzzy information granulation; intelligent TCM diagnosis system; precocious puberty classification; sexual precocity disease; syndrome differentiation; traditional Chinese medicine; Artificial intelligence; Databases; Diseases; Educational institutions; Fires; Medical diagnostic imaging; Pediatrics; Fuzzy Reasoning; Fuzzy granulation; Intelligent algorithm; intelligent computer-assisted diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6233746
  • Filename
    6233746