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
Link To Document :
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