Letter to the Editor – Update from Ukraine: Development of the Cloud-based Platform for Patient-centered Telerehabilitation of Oncology Patients with Mathematical-related Modeling

Authors

  • Kyrylo S. Malakhov Microprocessor Technology Lab, V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine

DOI:

https://doi.org/10.5195/ijt.2023.6562

Keywords:

Combat stress disorder, Digital health, Discrete and non-smooth optimization, Hybrid e-rehabilitation, Oncology, Subgradiant algorithms, Telerehabilitation, Transdisciplinarity, Transdisciplinary research, Ukraine

Abstract

This Letter to the Editor provides an update on the research from the Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine. The Institute’s research team in collaboration with Ternopil National Medical University began a new project called “Development of the cloud-based platform for patient-centered telerehabilitation of oncology patients with mathematical-related modeling.” The project is dedicated to the development of a hybrid cloud-based platform, and the creation on its basis of information technology for the telemedicine rehabilitation of cancer patients, and adapted for patients with combat stress disorder. The distinctive features of the proposed technology are a combination of artificial intelligence methods with accurate mathematical methods for optimization: developing mathematical models of problems of discrete, and non-smooth optimization, subgradient space transformation algorithms (to minimize non-smooth functions with tens of thousands of variables), and a method of global equilibrium search, etc.

  

References

Chaikovsky, I., Dykhanovskyi, V., Malakhov, K., & Bocharov, M. (2023). Military medicine: Methods of control, improvement in individual combat readiness and telerehabilitation of military personnel. Iowa State University Digital Press. https://doi.org/10.31274/isudp.2023.128

Palagin, O., Petrenko, M., Velychko, V., & Malakhov, K. (2014). Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose.” CEUR Workshop Proceedings, 1843, 221–232. http://ceur-ws.org/Vol-1843/221-232.pdf

Palagin, O. V., Malakhov, K. S., Velychko, V. Yu., & Semykopna, T. V. (2022). Hybrid e-rehabilitation services: SMART-system for remote support of rehabilitation activities and services. International Journal of Telerehabilitation, Special Issue: Research Status Report – Ukraine. https://doi.org/10.5195/ijt.2022.6480

Palagin, O. V., Velychko, V. Y., Malakhov, K. S., & Shchurov, O. S. (2020). Distributional semantic modeling: A revised technique to train term/word vector space models applying the ontology-related approach. CEUR Workshop Proceedings, 2866, 342–353. http://ceur-ws.org/Vol-2866/ceur_342-352palagin34.pdf

Palagin, O. V., Velychko, V. Yu., Malakhov, K. S., & Shchurov, O. S. (2018). Research and development workstation environment: The new class of current research information systems. CEUR Workshop Proceedings, 2139, 255–269. http://ceur-ws.org/Vol-2139/255-269.pdf

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Published

2023-05-11

How to Cite

Malakhov, K. S. (2023). Letter to the Editor – Update from Ukraine: Development of the Cloud-based Platform for Patient-centered Telerehabilitation of Oncology Patients with Mathematical-related Modeling. International Journal of Telerehabilitation, 15(1). https://doi.org/10.5195/ijt.2023.6562

Issue

Vol. 15 No. 1 (2023)

Section

Letter to the Editor

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Copyright (c) 2023 Kyrylo S. Malakhov

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