Registration Number
0226U004279,
(0125U003665)
, R & D reports
Title
Development of prototype of expert decision support system based on artificial intelligence
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Розроблення функціональних модулів дослідного зразка експертної системи підтримки прийняття рішень на основі ШІ
Head
Budnyk Mykola M., Доктор технічних наук
Registration Date
28-07-2026
Organization
V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine
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Develop a prototype of an expert system (hereinafter - ES) based on artificial intelligence (hereinafter - AI), which will provide a personalized telediagnostic platform with tools for monitoring, predicting and preventing the manifestation of possible complications, in particular for the rehabilitation of victims with injuries and dysfunctions of various body systems caused by military actions.
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The relevance of the work is due to the rapid development and implementation of generative AI tools, in particular large language models (LLMs), in all spheres of public life. One of the key areas of application of AI is healthcare, where the accuracy and timeliness of patient diagnosis or treatment is of crucial importance. Three functional modules of patient support have been developed for primary (family) medicine doctors; specialized medicine doctors; rehabilitation medicine doctors; a personal assistant module for the patient. Based on the hybrid architecture, a specialized chatbot MeDeBERTaBot has been developed based on the Gemma 3 family LLM. Other components include: tools for optimizing patient-centric rehabilitation programs according to the criteria of cost, comfort, and weight; a regression model for predicting the patient's psychological state; software modules for processing video files containing data on the change in spatial coordinates of characteristic points of the human body over time; algorithms for determining the most dangerous ECG syndromes; processing and analysis of thermal and capillaroscopic images. The products include program codes, data sets in the form of image files, ECG recording files, system prompts, processing results are recorded in structured JSON output files.
Product Description
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Kyrylo S. Malakhov
Daria V. Nikitiuk
Petro I. Stetsyuk
Illia A. Chaikovskyi
Oleksandr V. Palahin
Vladyslav V. Kaverynskyi
Viktor O. Stovba
Olha M. Khom'iak
Liudmyla M. Bandurka
Volodymyr V. Kalina
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2026-07-28
