Fractal dimension rectified meter for quantification of liver fibrosis and other irregular microscopic objects

Nicola Dioguardi*, Barbara Franceschini, Giacomo Aletti, Carlo Russo, Fabio Grizzi

*Corresponding author for this work

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

Objective: To introduce a new mathematical method based on the principles of fractal geometry analysis that permits more realistic quantification of some of the physical (morphologic) aspects of irregular bodies appearing under microscopy. Study design: The principles of the method were tested on microscopic images of irregular collagen deposition in liver tissue. The method uses an ad hoc rectified meter implemented in a computer-assisted planar image analysis system that has been adapted to give metric measures of irregular outlines and surfaces that can be used to produce an index capable of quantifying the typical wrinkledness of biologic objects. Prototypical example measures of liver fibrosis were made on biopsy specimens showing chronic hepatitis C virus-related disease. Measurements were also made of the microscopic images of the abnormal deposition of lipid droplets in hepatocytes, a case of amyloid deposition in an osteoarthromuscular structure and a cytologic specimen of human dendritic cells. Results: The proposed computer-aided method permits rapid measurements of the image of a whole biopsy section digitized at high magnification. The snapshot measurement of liver fibrosis deposition offered by a biopsy pattern is a valid means of more rigorously identifying the staging of the process. Conclusion: This method can measure liver fibrosis during chronic liver disease as well as any other irregular biologic structure that cannot be correctly quantified using traditional Euclidean-based metric methodologies.

Original languageEnglish
Pages (from-to)312-320
Number of pages9
JournalAnalytical and Quantitative Cytology and Histology
Volume25
Issue number6
Publication statusPublished - 1 Dec 2003
Externally publishedYes

Keywords

  • Fractals
  • Histologic metric measure
  • Liver fibrosis
  • Rectified meter

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