• DocumentCode
    755051
  • Title

    Dynamic fuzzy model for processing lung sounds

  • Author

    Mastorocostas, P.A. ; Varsamis, D.N. ; Mastorocostas, C.A. ; Hilas, C.S.

  • Author_Institution
    Dept. of Informatics & Commun., Technol. Educ.al Inst. of Serres
  • Volume
    43
  • Issue
    6
  • fYear
    2007
  • Firstpage
    11
  • Lastpage
    12
  • Abstract
    A dynamic fuzzy filter is proposed that performs the task of separation of lung sounds obtained from patients with pulmonary pathology. The consequent parts of the fuzzy rules are dynamic, consisting of block-diagonal recurrent neural networks. The lung sound category of coarse crackles is examined, and a comparative analysis with other fuzzy and neural filters is conducted
  • Keywords
    acoustic signal processing; bioacoustics; fuzzy neural nets; lung; medical signal processing; recurrent neural nets; block-diagonal recurrent neural networks; dynamic fuzzy filter; dynamic fuzzy model; fuzzy filters; fuzzy rules; lung sounds; neural filters; pulmonary pathology;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20073661
  • Filename
    4138069
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=755051