Algorithms for the formation of two-dimensional characteristic and informative signs of diagnosis of diseases of the mammary glands by the methods of combined radio thermometry
Автор: Zenovich Andrey Vasilyevich, Baturin Nikolay Aleksandrovich, Medvedev Denis Andreevich, Petrenko Alexander Yuryevich
Журнал: Математическая физика и компьютерное моделирование @mpcm-jvolsu
Рубрика: Моделирование, информатика и управление
Статья в выпуске: 4 (47), 2018 года.
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Current paper is a part of group project to create a consultative information system that helps doctors to diagnose breast cancer with combined thermometry. For use in diagnostic algorithms, it is necessary to form a space of characteristic and highly informative diagnostic features. This paper outlines three algorithms for constructing two-dimensional features and presents the results of computational experiments that allow one to estimate the sensitivity and specificity of such features. Combining the best pairs of one-dimensional signs, it is possible to obtain the specificity and sensitivity of 70-80 %.
Microwave radiothermometry, data mining, breast screening, express diagnostics of malignant breast tumors, mammology
Короткий адрес: https://sciup.org/149129846
IDR: 149129846 | DOI: 10.15688/mpcm.jvolsu.2018.4.4