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Information × Registration Number 0223U003171, 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 first stage of the work is devoted to the analysis of existing solutions: methods of synchronization and aggregation of multimodal data, methods of structure synthesis and deep learning of hybrid neural networks, methods of graphic data coding; creation of mathematical models of synchronization of multimodal data and abstract data models for a generalized semantic model based on a comprehensive representation of multimodal medical data; development of a method of structural synthesis and deep learning of hybrid neural networks; development of a method of two-level graphical data coding and software for data coding. Product Description popup.authors popup.nrat_date 2023-04-03 Close