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Information × Registration Number 0224U033445, (0123U102847) , R & D reports Title Development of hybrid artificial intelligence based models for multimodal medical data analysis popup.stage_title Розробка гібридних моделей штучного інтелекту для аналізу мультимодальних медичних даних Head Serhii H. Stirenko, Доктор технічних наук Registration Date 27-12-2024 Organization National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute» popup.description1 To develop methods of integration of modern and future diverse medical data (multidimensional data, such as 2D and 3D examination results, tabular data, histological and genetic analysis data, etc.) into single multimodal data sets (datasets). Implement fundamentally new hybrid AI models to apply them to integrated multimodal datasets to identify complex patterns in the course of patient health and early signs of disease. popup.description2  The study focuses on developing methods for integrating medical data into multimodal datasets to identify complex patterns in patient health conditions. New approaches to data processing, analysis, and labeling based on deep neural networks and advanced technologies have been proposed. The results show the high efficiency of multimodal models for automating screening, diagnostics, and clinical decision support. Product Description popup.authors Alenin Oleh I. Hordiienko Yurii H. Kohura Yurii P. Rokovyi Oleksandr P. Stirenko Serhii H. Taran Vladyslav I. popup.nrat_date 2024-12-27 Close