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JOURNALS // Computing, Telecommunication and Control // Archive

St. Petersburg Polytechnical University Journal. Computer Science. Telecommunication and Control Sys, 2014 Issue 1(188), Pages 51–61 (Mi ntitu7)

Mathematical Modelling: Methods, algorithms, technologies

On fractal, statistical and morphological methods of digital image analysis in medical research

N. B. Ampilova, I. P. Soloviev, Yu. V. Shupletsov

St. Petersburg State University

Abstract: The applicability of some methods of analysis and classification to the images of biomedical preparations is discussed. For images of blood, connective tissue and bone tissue fractal characteristics were calculated. When researching the images of blood obtained by the sensitive crystallization method, statistical, morphological and spectral signs were obtained, which were classified by a software modeled artificial neural network. The results of numerical experiments are given.

Keywords: image analysis, fractal methods, neural networks, biomedical preparations.

UDC: 004.932.2=111

Language: English



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