• DocumentCode
    2959016
  • Title

    An FPGA-based genetic microarray processing device

  • Author

    Gómez, P. ; Diaz, F. ; Belean, B. ; Malutan, R. ; Stetter, B. ; Martínez, R. ; Rodellar, V.

  • Author_Institution
    Univ. Politecnica de Madrid, Madrid
  • fYear
    2006
  • fDate
    10-13 Dec. 2006
  • Firstpage
    363
  • Lastpage
    366
  • Abstract
    Genetic microarray image processing has become an important field of research to produce tools aiming to reliable gene expression estimation. Current instrumentation to analyze microarray images lacks flexibility and accuracy. In the present paper an FPGA-based hand-held device for the analysis of microarrays is described, which may implement basic scanning and reticle algorithms to estimate spots and expression levels in cDNA microarrays. The algorithms are based on global and local spot correlation, background removal and rectangular mask fitting. These algorithms can be recursively applied and are intrinsically parallelizable for practical implementation purposes. Results using specific microarray images are shown.
  • Keywords
    field programmable gate arrays; genetics; medical image processing; FPGA-based genetic microarray processing device; background removal; basic scanning; gene expression estimation; genetic microarray image processing; rectangular mask fitting; reticle algorithms; spot correlation; Fluorescence; Genetics; Image analysis; Image processing; Optical noise; Optical recording; Optical saturation; Optical scattering; Sensor arrays; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems, 2006. ICECS '06. 13th IEEE International Conference on
  • Conference_Location
    Nice
  • Print_ISBN
    1-4244-0395-2
  • Electronic_ISBN
    1-4244-0395-2
  • Type

    conf

  • DOI
    10.1109/ICECS.2006.379800
  • Filename
    4263378