• DocumentCode
    2000553
  • Title

    cDNA Microarray Image Processing Using Spot Centroid of Intensity

  • Author

    Guirong Weng ; Yuehuan Wang ; Jian Su

  • Author_Institution
    Sch. of Mechanic & Electron. Eng., Soochow Univ., Suzhou, China
  • Volume
    2
  • fYear
    2008
  • fDate
    13-17 Dec. 2008
  • Firstpage
    25
  • Lastpage
    29
  • Abstract
    cDNA microarray is an independent platform that offers the ability to analyze large amount of data, and an important application in the organism¿s metabolism and the gene expression analysis. cDNA microarray Image analysis aims to measure the intensity of each spot in the scanned image and this intensity represents the amount of a specific gene of the studied cell. The result can directly affect the subsequent analysis such as identifying different genes with different expressions. microarray image analysis includes three tasks: spot gridding, segmentation and information extraction. In this paper, mathematical morphology and spot centroid of intensity are applied to achieve an automatic way of spot segmentation. Three analysis results, including this paper, ScanAlyze software, method of Hongwei Li and method of Angulo J are compared. It shows that the arithmetic of the paper is accurate, stable and effective.
  • Keywords
    DNA; biological techniques; biology computing; cellular biophysics; genetics; image segmentation; lab-on-a-chip; mathematical morphology; cDNA microarray image processing; gene cell intensity representation; gene expression analysis; gene sequence; information extraction; mathematical morphology; microarray image analysis; organism metabolism; scanned image intensity measure; spot centroid; spot gridding; spot image segmentation; Data mining; Gene expression; Gray-scale; Image analysis; Image processing; Image segmentation; Image sequence analysis; Morphology; Pixel; RNA; cDNA microarray; centroid of intensity; image analysis.; mathematical morphology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security, 2008. CIS '08. International Conference on
  • Conference_Location
    Suzhou
  • Print_ISBN
    978-0-7695-3508-1
  • Type

    conf

  • DOI
    10.1109/CIS.2008.31
  • Filename
    4724729