• DocumentCode
    320171
  • Title

    Fractal analysis as a tool for a fast and effective characterization of cell morphology

  • Author

    Hode, Y. ; Deruyver, A. ; Gaillard, S.

  • Author_Institution
    Centre Hosp. de Rouffach, France
  • Volume
    3
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1176
  • Abstract
    Fractal dimension (D) is an efficient criterion to characterize morphology complexity of objects. From this point of view, the authors propose to quantify the shape complexity of living cells by using fractal dimension. Here, they study the morphology of glial cells whose stages of maturation are defined in an objective manner by antigenic markers. The authors correlate the stage of maturation with the fractal dimension of the cell. Four kinds of fractal dimensions were used for individual cells: the box counting dimension, the Richardson dimension, the Minkowski dimension and the Sholl dimension. The authors´ results show that the changes of fractal dimension during differentiation follow the well known pattern of markers expression by these cells. As an alternative approach to the immunocytochemical calibration, the computation of D allows an easy and fast classification of the developmental stage of isolated living cells prior to studying their physiological characteristics
  • Keywords
    cellular biophysics; fractals; image classification; neurophysiology; optical microscopy; Minkowski dimension; Richardson dimension; Sholl dimension; antigenic markers; box counting dimension; developmental stage classification; fast effective cell morphology characterization; glial cells; immunocytochemical calibration; living cells shape complexity quantification; markers expression pattern; maturation stage; physiological characteristics; Area measurement; Calibration; Cells (biology); Electrophysiology; Fractals; Immune system; Linear regression; Shape; Skeleton; Surface morphology;
  • 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.1996.652761
  • Filename
    652761