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Information × Registration Number 0221U104290, 0116U000076 , R & D reports Title Hybrid Intelligent information technology of biomedical images analysis. popup.stage_title Head Berezkyi Oleh M., Доктор технічних наук Registration Date 12-03-2021 Organization Chortkiv College of Economics and Business popup.description2 The object of research is hybrid intelligent information technologies. The purpose of the work is to develop a hybrid intelligent information technology and an intelligent system for diagnosing breast cancer based on the analysis of biomedical images. Research methods: digital signal processing methods, neural network theory methods, computer modeling methods. The main components of hybrid intelligent information technology are developed: information model of biomedical images processing, fuzzy models of knowledge representation of diagnosing pathological conditions of breast, wrapping network architecture, algorithms of classification of histological and cytological images, intelligent system of diagnosing precancerous conditions of breast and cystological images HIAMS». The main characteristics of the developed software: Java programming language, Intellij IDEA development environment, library of computer vision algorithms OpenCV, operating systems Microsoft Windows and Linux, the size of the distribution is 20 MB. The composition of the hardware of the image input subsystem: digital video camera TCA-10, Bresser microscope. The main characteristics of the TCA-10 camera: signal-to-noise ratio 40 dB, dynamic range 60 dB, image resolution 3264x2448. Product Description popup.authors Ihnatev Ihor V Batko Yuriy M Berezka Kateryna M Berezkyi Oleh M Verbovuy Serhiy O Dubchak Lesya O Melnyk Hryhoriy M Pitsun Oleh Yo popup.nrat_date 2021-03-17 Close