• DocumentCode
    1981720
  • Title

    Development of intelligent method for differential diagnosis of Specific Language Impairment

  • Author

    Georgopoulos, Voula C. ; Malandraki, Georgia A. ; Stylios, Chrysostomos D.

  • Author_Institution
    Dept. of Speech Therapy, Technol. Educational Inst. of Patras, Greece
  • Volume
    4
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    3815
  • Abstract
    Presents a soft computing model for differential diagnosis of Specific Language Impairment (SLI). SLI is a language disorder that, in many cases, cannot be easily diagnosed by the specialists. This difficulty necessitates the development of a methodology, which will contribute to the differential diagnosis of SLI and will help and support the speech therapist in the diagnostic process. The methodology-tool used is based on fuzzy cognitive maps. The development of the model was based on proven and published knowledge from the literature and then it was successfully tested on four different clinical cases. The results obtained point to its final integration in the future and to its valid contribution as a model of differential diagnosis of SLI.
  • Keywords
    cognitive systems; fuzzy logic; fuzzy neural nets; medical diagnostic computing; medical expert systems; paediatrics; patient diagnosis; speech; Specific Language Impairment; children; clinical cases; differential diagnosis; fuzzy cognitive maps; intelligent method; language disorder; methodology tool; soft computing model; speech therapist; Autism; Decision making; Educational technology; Fuzzy cognitive maps; History; Humans; Medical treatment; Natural languages; Speech processing; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1019670
  • Filename
    1019670