• DocumentCode
    2202803
  • Title

    Computer morphometry for liver fibrosis using an automatic image analysis system

  • Author

    Lin, Xi-Zhang ; Sun, Yung-Nien ; Horng, Ming-Huwi ; Guo, Xiao-Zhen

  • Author_Institution
    Med. Coll., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    2
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    682
  • Abstract
    Liver biopsy is the gold standard for evaluation of liver diseases. The severity of fibrosis is considered the stage of chronic liver disease. However, it is evaluated by subjective description or semiquantitation. The authors developed an automatic image analysis system, which including a microscope, computer-driven slide-driver, and a software system for image acquisition, processing and data analysis. The automatic image analysis system deals mainly with color image segmentation. The severity of liver fibrosis is reported as the percentage of the entire fibrous area to the whole liver tissue area. Thirty-one liver needle biopsy specimens are used for this study. The results from computer morphometry were compared with that from colorimetric method and Knodell´s score. Pearson correlation and Spearman rank test revealed that the Kondell´s score and colorimetric method are significantly correlated with the result of computer morphometry. The authors found that the system is a reliable tool for evaluating the severity of liver fibrosis
  • Keywords
    cellular biophysics; colorimetry; image segmentation; liver; medical image processing; optical microscopy; Knodell´s score; Pearson correlation; Spearman rank test; automatic image analysis system; chronic liver disease; color image segmentation; colorimetric method; computer morphometry; computer-driven slide-driver; liver fibrosis; liver needle biopsy specimens; software system; Biopsy; Data analysis; Gold; Image color analysis; Image segmentation; Liver diseases; Microscopy; Needles; Software systems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.651926
  • Filename
    651926