18 January 2018 Method and system of Jones-matrix mapping of blood plasma films with “fuzzy” analysis in differentiation of breast pathology changes
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Proceedings Volume 10612, Thirteenth International Conference on Correlation Optics; 106121P (2018) https://doi.org/10.1117/12.2304764
Event: Thirteenth International Conference on Correlation Optics, 2017, Chernivtsi, Ukraine
Abstract
A fibroadenoma diagnosing of breast using statistical analysis (determination and analysis of statistical moments of the 1st-4th order) of the obtained polarization images of Jones matrix imaginary elements of the optically thin (attenuation coefficient τ ≤ 0,1 ) blood plasma films with further intellectual differentiation based on the method of “fuzzy” logic and discriminant analysis were proposed. The accuracy of the intellectual differentiation of blood plasma samples to the "norm" and "fibroadenoma" of breast was 82.7% by the method of linear discriminant analysis, and by the "fuzzy" logic method is 95.3%. The obtained results allow to confirm the potentially high level of reliability of the method of differentiation by "fuzzy" analysis.
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Natalia I. Zabolotna, Kostiantyn O. Radchenko, Oleksandr V. Karas, "Method and system of Jones-matrix mapping of blood plasma films with “fuzzy” analysis in differentiation of breast pathology changes", Proc. SPIE 10612, Thirteenth International Conference on Correlation Optics, 106121P (18 January 2018); doi: 10.1117/12.2304764; https://doi.org/10.1117/12.2304764
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