Imaging fuzzy expert system for assessing dynamic changes in biomedical tumor images in breast cancer

Ainur Orazayeva; Waldemar Wójcik; Sergii Pavlov; Jamalbek Tussupov; Igor Prokopovich; Olena Kovalchuks; Saule Smailova; Ulzhalgas Zhunissova

doi:10.1117/12.2657923

12 December 2022 Imaging fuzzy expert system for assessing dynamic changes in biomedical tumor images in breast cancer

Ainur Orazayeva, Waldemar Wójcik, Sergii Pavlov, Jamalbek Tussupov, Igor Prokopovich, Olena Kovalchuks, Saule Smailova, Ulzhalgas Zhunissova

Author Affiliations +

Proceedings Volume 12476, Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022; 1247604 (2022) https://doi.org/10.1117/12.2657923
Event: Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022, 2022, Lublin, Poland

Abstract

The purpose of this study is to develop a fuzzy expert system based on the analysis of biomedical images for the diagnosis of oncological diseases using breast cancer as an example. The main directions of application of mathematical methods in medical diagnosis are analyzed, their drawbacks are evaluated, and principles of diagnosis, based on fuzzy logic, are formulated. Mathematical models and algorithms are developed, formalizing the process of diagnostic decision-making based on fuzzy logic with quantitative and qualitative parameters of the patient's condition; mathematical models of membership functions are developed, formalizing the representation of quantitative and qualitative parameters of the patient's condition in the form of fuzzy sets, used in models and algorithms for diagnosing and determining the diagnosis in the case of breast cancer.

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Ainur Orazayeva, Waldemar Wójcik, Sergii Pavlov, Jamalbek Tussupov, Igor Prokopovich, Olena Kovalchuks, Saule Smailova, and Ulzhalgas Zhunissova "Imaging fuzzy expert system for assessing dynamic changes in biomedical tumor images in breast cancer", Proc. SPIE 12476, Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022, 1247604 (12 December 2022); https://doi.org/10.1117/12.2657923

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