• DocumentCode
    3075047
  • Title

    DNA chip image processing via cellular neural networks

  • Author

    Arena, Paolo ; Fortuna, Luigi ; Occhipinti, Luigi

  • Author_Institution
    Dipt. Elettrico, Elettronico e Sistemistica, Catania Univ., Italy
  • Volume
    3
  • fYear
    2001
  • fDate
    6-9 May 2001
  • Firstpage
    345
  • Abstract
    In this work, a new cellular neural network algorithm for DNA-chip automatic analysis is outlined. It allows to automatically classify in real-time fluorescence images from DNA microarray after the hybridization process. The paper introduces the main issues in DNA-chip technology and reports the key features of CNN application in this field, together with the description of a sample CNN algorithm and simulation results
  • Keywords
    DNA; cellular neural nets; fluorescence; image classification; medical image processing; real-time systems; DNA chip; DNA microarray; automatic analysis; cellular neural network algorithm; hybridization; image processing; real-time fluorescence image classification; Cellular neural networks; DNA; Diseases; Fluorescence; Genetics; Image processing; Microorganisms; Proteins; Sequences; Turing machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    0-7803-6685-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2001.921318
  • Filename
    921318