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Information × Registration Number 0223U003172, 0120U102134 , R & D reports Title Mathematical and software methods for processing multimodal monitoring data of biomedical objects to diagnose patients' health status popup.stage_title Head Dychka Ivan A., Доктор технічних наук Registration Date 03-04-2023 Organization National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description2 The research work is devoted to the development of methods, algorithms and software tools that will allow medical institutions to improve the quality of diagnosis and monitoring of patients' conditions due to the comprehensive presentation of multimodal medical data and their processing using the latest intelligent technologies. The second stage of the work is devoted to the development of methods of aggregation of consolidated data of medical diagnostics, a method of classification of medical 2D and 3D images using hybrid convolutional neural networks, a method of data encoding based on interference-resistant graphic codes, a method of compacting personal data of patients, as well as the development of a file format for saving synchronized data elements of the personalized semantic model of the patient based on the complex presentation of multimodal medical data. Product Description popup.authors popup.nrat_date 2023-04-03 Close