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Registration Number

0224U000467, 0123U102942 , R & D reports

Title

Development of cloud platform for patient-centric telerehabilitation of cancer patients based on mathematical modeling

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Head

Stetsiuk Petro I., Доктор фізико-математичних наук

Registration Date

08-01-2024

Organization

V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine

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Goal is to develop technical requirements (TR) for the telerehabilitation platform (TRP) based on the International Classification of Functionalities, mathematical models of the rehabilitation process, creation of interface and network components, a number of functional subsystems, methodical support for telerehabilitation of cancer patients. Results were obtained: 1) TR has been developed for program modules and services and for TRP as a whole, for mathematical models of the rehabilitation process, medical and technical requirements for methods and means of telerehabilitation. 2) A number of components have been developed and integrated with TRP including software application programming interfaces (API) MedRehabBot and Ken, interactive information and reference system for "Physical and Rehabilitation Medicine" (PhRM), a service of distributional-semantic modeling for the detection, classification, diagnosis and prediction of knowledge, module "Workplace of the PhRM doctor" and few administrative and service modules were created. 3) Solutions of selected mathematical problems were obtained, in particular, studying connections in medical data using the ellipsoid method, optimization problem for estimating the relative importance of elements in the method of hierarchies, mathematical modeling of the evolution of the rehabilitation process for cancer patients. 4) Server was installed and configured into the Institute, the created modules were installed and tested on the server, and guest access was provided to the main page of the TRP prototype. 5) Methodology for supporting the rehabilitation processes were developed, in particular, methods of telerehabilitation, support for diagnostic procedures, specific methods for breast cancer; 6) Results are published in 2 foreign monographs, a chapter in a English-language monography, 18 articles, 10 conference materials, 11 publications are indexed in the Scopus or WoS, 5 ones in B category journals.

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Budnyk Mykola M.
Vakulenko Dmytro V.
Vladymyrov Oleksandr A.
Malakhov Kyrylo S.
Palagin Oleksandr V.
Semykopna Tetiana V.
Serhiienko Ivan V.
Syvak Oksana A.
Symonov Denys I.

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2024-01-08