Browsing by Author "Bertailak Sh."

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    ItemOpen Access
    COMPUTER ANALYSIS OPTICAL COHERENCE TOMOGRAPHY IMAGES BY USING UNSUPERVISED MACHINE LEARNING ALGORITHM
    (СДУ хабаршысы - 2020, 2020) Amirgaliev Y. ; Tastembekov A. ; Bertailak Sh.
    Abstract. In recent years, computer image analysis has been developing rapidly. In the field of medicine has been identified to a new level that has greatly helped for the diagnostic system. There are many information systems in the field of ophthalmology and cardiology. Advanced technologies not only accelerate the work of doctors but also help to diagnose the disease in a timely manner and prescribe the treatment. In this research paper was carried out an analysis of the machine learning algorithm using a database of tomographic images of blood vessels in the eye system. Were studied the used methods for calculating several reasons in order to select a specific model, methods for calculating its properties and advantages. The main goal of this research is that doctors can not only check the current condition of the patient’s eye but also diagnose certain diseases, such as diabetes and anemia
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    ItemOpen Access
    Development of Computer Research Methods for Diagnosis Based on Blood Vessels of a Human Face
    (2020) Bertailak Sh.
    In recent years, computer image analysis has developed rapidly. In the field of medicine, it has been brought to a new level, providing great help to the diagnostic system. Today, there are many information systems in the field of ophthalmology and cardiology. Advanced technologies not only speed up the work of doctors, but also help to diagnose the disease in a timely manner and prescribe treatment. In this research paper, an analysis of the machine learning algorithm was performed using a database of tomographic images of blood vessels in the ocular system. The methods used to calculate several reasons for choosing a specific model were studied, as well as methods for calculating its properties and methods for calculating some advantages and significance. The main goal of this study is that doctors can not only check the current condition of the patient's eye, but also diagnose certain diseases such as diabetes and anemia.