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
fDate :
31 Oct-3 Nov 1996
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;
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
DOI :
10.1109/IEMBS.1996.652761