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Computer aided analysis of chromatin network and basophil color for differentiation of mononuclear peripheral blood cells.
Author(s) -
H. Harms,
U. Gunzer,
H. M. Aus,
A Rüter,
M. Haucke,
Volker ter Meulen
Publication year - 1979
Publication title -
journal of histochemistry and cytochemistry
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.971
H-Index - 124
eISSN - 1551-5044
pISSN - 0022-1554
DOI - 10.1177/27.1.374576
Subject(s) - chromatin , multispectral image , basophil , cluster analysis , artificial intelligence , computer science , chromatic scale , peripheral blood mononuclear cell , peripheral blood , filter (signal processing) , pattern recognition (psychology) , computational biology , biology , computer vision , physics , immunology , optics , genetics , dna , immunoglobulin e , antibody , in vitro
Computer aided differentiation of plasmoblasts, Pfeiffer cells, immunoblasts, lymphocytes and centrocytes is achieved with the parameters of chromatin network arrangement and structure, and multispectral cytoplasm color. The digital methods involve: (a) segmenting the nuclear image into topographic sections and analyzing the optical density distribution from the chromatin in these sections; (b) determining the nuclear structure with a 7 x 7 median filter, gradient filter and contour following algorithms; and (c) clustering two-dimensional chromatic data from panoptically stained cellular components. The parameters reported here are a subset of those needed for the automated diagnosis of many hematologic diseases especially the leukemias.

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