Optical method of investigating eye diseases and system for diagnosing diabetic retinopathy

Orken Mamyrbayev; Waldemar Wójcik; Sergii Pavlov; Oleksandr Karas; Yosip Saldan; Kymbat Momynzhanova; Iryna Shvarts; Iryna Baranovska; Saule Rakhmetulina; Beibut Amirgaliyev

doi:10.1117/12.3023434

20 December 2023 Optical method of investigating eye diseases and system for diagnosing diabetic retinopathy

Orken Mamyrbayev, Waldemar Wójcik, Sergii Pavlov, Oleksandr Karas, Yosip Saldan, Kymbat Momynzhanova, Iryna Shvarts, Iryna Baranovska, Saule Rakhmetulina, Beibut Amirgaliyev

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Proceedings Volume 12985, Optical Fibers and Their Applications 2023; 129850J (2023) https://doi.org/10.1117/12.3023434
Event: Optical Fibers and Their Applications 2023, 2023, Lublin, Poland

Abstract

Diabetes can lead to a number of serious complications, in particular, diabetic retinopathy, which occurs in patients with diabetes and can lead to vision loss. In this regard, the development of an information system for the diagnosis of diabetic retinopathy is an important task in the medical field. Such a system can greatly facilitate the diagnostic process and help doctors detect and treat diabetic retinopathy in time. As a result of the conducted research, the urgent task of increasing the accuracy of diagnosis of fundus diseases was solved by using methods of pre-processing images to improve their informative characteristics, statistical analysis and differentiation of pathologies with the help of a decision support system based on neural network technologies. A comparative analysis of the existing methods of diagnosing diabetic retinopathy and other eye diseases was carried out, according to which it is clear that intellectual analysis and pre-processing of the received images of the fundus can significantly improve the results of diagnostics, especially early screening, which is important for preventing severe stages of the disease.

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Orken Mamyrbayev, Waldemar Wójcik, Sergii Pavlov, Oleksandr Karas, Yosip Saldan, Kymbat Momynzhanova, Iryna Shvarts, Iryna Baranovska, Saule Rakhmetulina, and Beibut Amirgaliyev "Optical method of investigating eye diseases and system for diagnosing diabetic retinopathy", Proc. SPIE 12985, Optical Fibers and Their Applications 2023, 129850J (20 December 2023); https://doi.org/10.1117/12.3023434

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KEYWORDS

Eye

Decision support systems

Neurological disorders

Image processing

Diagnostics

Retinal diseases

Statistical analysis

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