• DocumentCode
    3119159
  • Title

    Microarray imaging data pre-processing

  • Author

    Milanesi, L. ; Rizzi, R.

  • Author_Institution
    Inst. of Biomed. Technol., CNR-ITB, Milan, Italy
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    182
  • Lastpage
    183
  • Abstract
    The study of cellular gene expression profiles is becoming more and more important within molecular biology, biochemistry and medicine. Recently a new methodology, based on microarrays, has been developed for investigating the cell behavior in comparison to the expression of a high number of genes. In the microarray technology the grid positioning, the correct spot value and the background subtraction are very important for the preliminary pre-processing of expression images. A program, called SpotView, has been developed in order to evaluate these aspects. Regular grids of interest areas are placed on the image, following a semi-automatic procedure of position adjustment, and the signal for each spot is retrieved. An extensible simulator has been also developed to producing synthetic image examples on which to accomplish studies.
  • Keywords
    arrays; biological techniques; biology computing; cellular biophysics; genetics; image processing; SpotView program; background subtraction; cellular population; expression images; extensible simulator; gene expression; microarray imaging data preprocessing; position adjustment; regular grids of interest areas; semiautomatic position adjustment procedure; simple digital images; synthetic image examples; Biochemistry; Biological system modeling; Biomedical imaging; Cells (biology); Digital images; Genetic expression; Image retrieval; Medical simulation; Protocols; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Molecular, Cellular and Tissue Engineering, 2002. Proceedings of the IEEE-EMBS Special Topic Conference on
  • Print_ISBN
    0-7803-7557-2
  • Type

    conf

  • DOI
    10.1109/MCTE.2002.1175065
  • Filename
    1175065