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Information × Registration Number 0222U002942, 0121U111306 , R & D reports Title Methods and algorithms for the synthesis of biomedical images popup.stage_title Head Berezkyi Oleh M., д.т.н. Registration Date 16-02-2022 Organization Western Ukrainian National University popup.description2  The object of research is biomedical images, which are used to diagnose cancer. The subject of research is the architecture of generative-competitive networks for the synthesis of biomedical images. The aim is to carry out a comparative analysis of generative-competitive networks for generating biomedical images. Research methods: methods of algorithm theory, graph theory, theory of systems analysis, methods of deep machine learning, technologies of object-oriented programming, generative-competitive networks. Results and novelty: Competitive networks have the ability to create visually realistic artificial images that have common visual characteristics with real images of a certain class. Artificial image sets provide better training for convolutional neural networks and, as a result, reduce the error in the classification of biomedical images. Product Description popup.authors Ihnatev Ihor V Batko Yuriy M. Berezka Kateryna M. Datsko Tamara V Derysh Bohdan B. Dubchak Lesya O Liahovska Viktoriia O. Melnyk Hryhorii M. Melnychuk Oleh V. Pitsun Oleh Y. Паздрій Ігор Ростиславович Savka Nadiia Ya popup.nrat_date 2022-03-09 Close