Management and Economics Scientific Research Journal 2-том 2-нөмір (2025) · 35-38-беттер
TOPOGRAPHIC MAP BASED SEGMENTATION OF MEDICAL IMAGES
Abdiyeva K.S, Shamsiyeva K, Olimjonova S
Аңдатпа
Today, diagnosis based on automatic processing of medical data is one of themain areas of medicine. Particularly, it continues to play a crucial role in the processing,segmentation, and analysis of medical images used in the identification of certain diseases.Obtaining medical images based on high energy in MRT, endoscopy, X-ray, and ultrasoundexaminations provides good quality, but an increase in the amount of high energy can reachspecific organs of a person. Low-energy imaging generates poor image quality. It might bechallenging or less accurate to diagnose from such poor-quality images. Nowadays, computertechnologies are used to solve such problems, and based on their processing, quick diagnoses aremade with the help of identifying the necessary areas, preliminary auxiliary diagnosis, and mostimportantly, the amount of damage and pain caused to the patient's human organs is reduced. Inthis abstract, the segmentation based on the topographic map method is considered. The CLAHEalgorithm is used to increase image quality, and the topographic map method is used for imagesegmentation.
medical image, topographic map, CLAHE, enhancement
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