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
N. Zabolotna, Heorhii H. Okarskyi, S. Pavlov, V. Sholota, Olexander F. Turskyi, Zbigniew Omiotek, S. Amirgaliyeva, U. Zhunissova, S. Orazalieva
{"title":"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","authors":"N. Zabolotna, Heorhii H. Okarskyi, S. Pavlov, V. Sholota, Olexander F. Turskyi, Zbigniew Omiotek, S. Amirgaliyeva, U. Zhunissova, S. Orazalieva","doi":"10.1117/12.2569775","DOIUrl":null,"url":null,"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.","PeriodicalId":299297,"journal":{"name":"Optical Fibers and Their Applications","volume":"145 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optical Fibers and Their Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2569775","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
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.