IJPAM: Volume 105, No. 2 (2015)

MULTIFRACTAL PARAMETRIZATION IN
DIAGNOSIS OF LUNGS DISEASES

P.I. Troshin
Innopolis University
1 Universitetskaya str., Innopolis, 420500, RUSSIA


Abstract. We consider the possibility of spatially asymmetric lungs diseases diagnosis by means of X-ray images processing. The method of multifractal parametrization is implemented. We adjust its parameters and construct a number of classifiers (pathology/normal) using the characteristics of multifractal spectrum.

Received: August 15, 2015

AMS Subject Classification: 92C55, 94A08, 68U10, 28A80, 37C45

Key Words and Phrases: multifractal parametrization, multifractal spectrum, lungs diseases, emphysema characterization, computer aided diagnosis

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DOI: 10.12732/ijpam.v105i2.5 How to cite this paper?

Source:
International Journal of Pure and Applied Mathematics
ISSN printed version: 1311-8080
ISSN on-line version: 1314-3395
Year: 2015
Volume: 105
Issue: 2
Pages: 173 - 185

History: Revised version (on authors request: address correction): 22-01-2016 - download from here.
Published: 29-11-2015 - download from here.

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CC BY This work is licensed under the Creative Commons Attribution International License (CC BY).