Literature DB >> 14714297

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

Nicola Dioguardi1, Barbara Franceschini, Giacomo Aletti, Carlo Russo, Fabio Grizzi.   

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.

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Year:  2003        PMID: 14714297

Source DB:  PubMed          Journal:  Anal Quant Cytol Histol        ISSN: 0884-6812            Impact factor:   0.302


  9 in total

1.  Computer-aided morphometry of liver inflammation in needle biopsies.

Authors:  N Dioguardi; B Franceschini; C Russo; F Grizzi
Journal:  World J Gastroenterol       Date:  2005-11-28       Impact factor: 5.742

2.  Metrically measuring liver biopsy: a chronic hepatitis B and C computer-aided morphologic description.

Authors:  Nicola Dioguardi; Fabio Grizzi; Barbara Fiamengo; Carlo Russo
Journal:  World J Gastroenterol       Date:  2008-12-28       Impact factor: 5.742

3.  Sampling variability of computer-aided fractal-corrected measures of liver fibrosis in needle biopsy specimens.

Authors:  Fabio Grizzi; Carlo Russo; Barbara Franceschini; Mariagrazia Di Rocco; Valter Torri; Emanuela Morenghi; Luigi Rainiero Fassati; Nicola Dioguardi
Journal:  World J Gastroenterol       Date:  2006-12-21       Impact factor: 5.742

Review 4.  The Complexity and Fractal Geometry of Nuclear Medicine Images.

Authors:  Fabio Grizzi; Angelo Castello; Dorina Qehajaj; Carlo Russo; Egesta Lopci
Journal:  Mol Imaging Biol       Date:  2019-06       Impact factor: 3.488

5.  Liver fibrosis and tissue architectural change measurement using fractal-rectified metrics and Hurst's exponent.

Authors:  Nicola Dioguardi; Fabio Grizzi; Barbara Franceschini; Paola Bossi; Carlo Russo
Journal:  World J Gastroenterol       Date:  2006-04-14       Impact factor: 5.742

Review 6.  The complex functions of mast cells in chronic human liver diseases.

Authors:  Barbara Franceschini; Giorgia Ceva-Grimaldi; Carlo Russo; Nicola Dioguardi; Fabio Grizzi
Journal:  Dig Dis Sci       Date:  2006-11-11       Impact factor: 3.487

7.  Diagnosis system for hepatocellular carcinoma based on fractal dimension of morphometric elements integrated in an artificial neural network.

Authors:  Dan Ionuț Gheonea; Costin Teodor Streba; Cristin Constantin Vere; Mircea Şerbănescu; Daniel Pirici; Maria Comănescu; Letiția Adela Maria Streba; Marius Eugen Ciurea; Stelian Mogoantă; Ion Rogoveanu
Journal:  Biomed Res Int       Date:  2014-06-16       Impact factor: 3.411

8.  Morphology of the pancreas in type 2 diabetes: effect of weight loss with or without normalisation of insulin secretory capacity.

Authors:  Ahmad Al-Mrabeh; Kieren G Hollingsworth; Sarah Steven; Roy Taylor
Journal:  Diabetologia       Date:  2016-05-14       Impact factor: 10.122

9.  Computer-aided assessment of the extra-cellular matrix during pancreatic carcinogenesis: a pilot study.

Authors:  Fabio Grizzi; Sirio Fiorino; Dorina Qehajaj; Adele Fornelli; Carlo Russo; Dario de Biase; Michele Masetti; Laura Mastrangelo; Matteo Zanello; Raffaele Lombardi; Andrea Domanico; Esterita Accogli; Andrea Tura; Leonardo Mirandola; Maurizio Chiriva-Internati; Robert S Bresalier; Elio Jovine; Paolo Leandri; Luca Di Tommaso
Journal:  J Transl Med       Date:  2019-02-28       Impact factor: 5.531

  9 in total

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