ROC analysis of informativeness of mapping of the ellipticity distributions of blood plasma films laser images polarization in the evaluation of pathological changes in the breast

Nataliia I. Zabolotna; Heorhii H. Okarskyi; Sergei V. Pavlov; Vladyslava V. Sholota; Olexander F. Turskyi; Zbigniew Omiotek; Saltanat Amirgaliyeva; Ulzhalgas Zhunissova; Sandugash Orazalieva

doi:10.1117/12.2569775

12 June 2020 ROC analysis of informativeness of mapping of the ellipticity distributions of blood plasma films laser images polarization in the evaluation of pathological changes in the breast

Nataliia I. Zabolotna, Heorhii H. Okarskyi, Sergei V. Pavlov, Vladyslava V. Sholota, Olexander F. Turskyi, Zbigniew Omiotek, Saltanat Amirgaliyeva, Ulzhalgas Zhunissova, Sandugash Orazalieva

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Proceedings Volume 11456, Optical Fibers and Their Applications 2020; 114560I (2020) https://doi.org/10.1117/12.2569775
Event: Optical Fibers and Their Applications 2020, 2020, Bialowieza, Poland

Abstract

The method of mapping the ellipticity of the polarization image of blood plasma films and the analysis of the statistical moments of the obtained distributions underlies the evaluation of the mammary gland condition is considered in the article. Indicators of sensitivity and specificity of this method were evaluated and graphs of ROC curves for control group, malignant group and benign group were constructed.

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Nataliia I. Zabolotna, Heorhii H. Okarskyi, Sergei V. Pavlov, Vladyslava V. Sholota, Olexander F. Turskyi, Zbigniew Omiotek, Saltanat Amirgaliyeva, Ulzhalgas Zhunissova, and Sandugash Orazalieva "ROC analysis of informativeness of mapping of the ellipticity distributions of blood plasma films laser images polarization in the evaluation of pathological changes in the breast", Proc. SPIE 11456, Optical Fibers and Their Applications 2020, 114560I (12 June 2020); https://doi.org/10.1117/12.2569775

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