System of polarization mapping and intellectual analysis of Mueller matrix invariants of biological layers in the assessment of pathologies

Nataliia I. Zabolotna; Vladyslava V. Sholota; Sholpan Zhumagulova; Róża Dzierżak; Orken Mamyrbayev; Gulzat Ziyatbekova; Dinara Kassymova

doi:10.1117/12.3023049

20 December 2023 System of polarization mapping and intellectual analysis of Mueller matrix invariants of biological layers in the assessment of pathologies

Nataliia I. Zabolotna, Vladyslava V. Sholota, Sholpan Zhumagulova, Róża Dzierżak, Orken Mamyrbayev, Gulzat Ziyatbekova, Dinara Kassymova

Author Affiliations +

Proceedings Volume 12985, Optical Fibers and Their Applications 2023; 129850Q (2023) https://doi.org/10.1117/12.3023049
Event: Optical Fibers and Their Applications 2023, 2023, Lublin, Poland

Abstract

This article illustrates the method and system of polarization mapping of two-dimensional length distributions of individual Mueller-matrix images of biological layers, which are azimuthally independent with respect to the direction of their laser irradiation. The intellectual analysis of the named distributions involves the determination of their informative features as statistical and correlation moments of the 1st to 4th order, according to which their further classification is implemented on the basis of binomial logistic regression. The improved system with expanded functionality allowed to obtain an assessment of the reliability of the diagnosis of the pathology of the cervix at the level of 90% to 97.8%.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Nataliia I. Zabolotna, Vladyslava V. Sholota, Sholpan Zhumagulova, Róża Dzierżak, Orken Mamyrbayev, Gulzat Ziyatbekova, and Dinara Kassymova "System of polarization mapping and intellectual analysis of Mueller matrix invariants of biological layers in the assessment of pathologies", Proc. SPIE 12985, Optical Fibers and Their Applications 2023, 129850Q (20 December 2023); https://doi.org/10.1117/12.3023049

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