Registration Number
0224U032953,
(0122U000030)
, R & D reports
Title
Information technologies Data Science and Big Data in cyber-physical systems of medical-biological processes
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Інформаційні технології Data Science та Big Data в кібер-фізичних системах медико-біологічних процесів
Head
Sverstiuk Andrii S., Доктор технічних наук
Registration Date
12-12-2024
Organization
Ternopil National Medical University named after I. Gorbachevsky of the Ministry of Health of Ukraine
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Represent the content, forms, methods, means of humanitarian training of future medical professionals in order to achieve integrated educational results in a blended learning environment
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Research report: 125 p., 12 tables, 40 figures, 128 sources.
DATA SCIENCE AND BIG DATA INFORMATION TECHNOLOGIES IN CYBER-PHYSICAL SYSTEMS OF MEDICAL AND BIOLOGICAL PROCESSES
Object of research: biomedical processes of population dynamics.
Research objective: to investigate the use of Data Science and Big Data information technologies in cyber-physical models of medical and biological processes.
Research methods: Big Data processing methods, information and mathematical modeling, information systems theory, control theory methods, stability theory methods.
Research objectives:
1. To study the current state of the problem of development and application of Data Science and Big Data information technologies in cyber-physical models of medical and biological processes.
2. To propose a generalized approach for developing compartmental dynamic cyber-physical models of biomedical processes.
3. To develop a compartmental spatio-temporal cyber-physical model based on lattice differential and difference equations, cellular automata.
4. To investigate the use of Data Science and Big Data information technologies in cyber-physical models of neural networks taking into account continuously and discretely distributed delays.
5. To investigate Data Science and Big Data information technologies in cyber-physical models of biomedical processes.
Product Description
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2024-12-12
