Letter to the Editor – Update from Ukraine: Project Results in Oncology Telerehabilitation Approved at the National Cancer Institute and Showcased at the 4th National PM&R Congress
DOI:
https://doi.org/10.5195/ijt.2024.6686Keywords:
Hybrid cloud-based platform, Oncology Telerehabilitation, Breast cancer, Artificial Intelligence, eHealth, Ukraine, Mathematical modelingAbstract
Telerehabilitation has emerged as a vital component of oncology care, particularly under challenging conditions where access to healthcare services may be restricted. This Letter to the Editor provides an update from Ukraine on a pioneering hybrid cloud-based platform designed for the patient-centered telerehabilitation of oncology patients. We summarize the project’s main outcomes, including the development of advanced AI-driven models, comprehensive methodological guidelines, and specialized software services. Notably, the platform underwent clinical approbation at the nonprofit organization “National Cancer Institute,” where its capacity for continuous patient monitoring, real-time data integration, and personalized rehabilitation interventions was demonstrated. Furthermore, the efficacy and innovation of this platform were showcased at the 4th National Congress of Physical and Rehabilitation Medicine in Ukraine, highlighting its potential to optimize resource allocation and improve patient outcomes. By merging mathematical and AI-based methods, the project underscores the importance of interdisciplinary collaboration in developing robust telerehabilitation ecosystems. We hope that this update contributes to the dialogue on expanding and refining telerehabilitation solutions globally, particularly in the realm of oncology care.
References
Kaverinskiy, V. V., Vakulenko, D., Vakulenko, L., & Malakhov, K. S. (2024). Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health. Complex Systems Informatics and Modeling Quarterly, 2024(40), 94–110. https://doi.org/10.7250/csimq.2024-40.04
Kaverinsky, V. V., & Malakhov, K. S. (2023). Natural Language-Driven Dialogue Systems for Support in Physical Medicine and Rehabilitation. South African Computer Journal, 35(2), 119–126. https://doi.org/10.18489/sacj.v35i2.17444
Litvin, A., Palagin, O. V., Kaverinskiy, V. V., & Malakhov, K. S. (2023). Ontology-driven development of dialogue systems. South African Computer Journal, 35(1), 37–62. https://doi.org/10.18489/sacj.v35i1.1233
Malakhov, K. S. (2022). Telehealth in Crisis Situations – The Case of Ukraine. Global Connections for Sustainable Telehealth, Kyiv, Ukraine. https://www.youtube.com/watch?v=B97UaHN-ETk
Malakhov, K. S. (2023a). Insight into the Digital Health System of Ukraine (eHealth): Trends, Definitions, Standards, and Legislative Revisions. International Journal of Telerehabilitation, 15(2), 1–21. https://doi.org/10.5195/ijt.2023.6599
Malakhov, K. S. (2023b). 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), 1–3. https://doi.org/10.5195/ijt.2023.6562
Malakhov, K. S. (2024a). Exploring Research-Related Design: A Comprehensive Information System for Knowledge Production—OntoChatGPT. In S. Kotlyk (Ed.), Modern Information Technologies in Scientific Research and Educational Activities (pp. 8–41). Iowa State University Digital Press. https://doi.org/10.31274/isudp.151.01
Malakhov, K. S. (2024b). Innovative Hybrid Cloud Solutions For Physical Medicine and Telerehabilitation Research. International Journal of Telerehabilitation, 16(1), 1–19. https://doi.org/10.5195/ijt.2024.6635
Malakhov, K. S. (2024c). Letter to the Editor: Advancements in Digital Health Technologies. South African Computer Journal, 36(1), Article 1. https://doi.org/10.18489/sacj.v36i1.18942
Malakhov, K. S. (2024d, May 11). NO NCI Approbation Event Photo and Video Report [iCloud]. iCloud. https://www.icloud.com/iclouddrive/01b-ddwXVlmc7YRqGwrRc6cIg#National_Cancer_Institute_Approbation_Event
Malakhov, K. S. (2024e, December 27). Certificates of Implementation of Project Results [iCloud]. iCloud.
Malakhov, K. S., Kotlyk, S. V., & Petrenko, M. G. (2024). Theoretical Aspects of Transdisciplinarity in Telerehabilitation. International Journal of Telerehabilitation, Special Issue: Research Status Report – Ukraine in 2024, 1–13. https://doi.org/10.5195/ijt.2024.6643
Malakhov, K. S., Petrenko, M. G., & Cohn, E. (2023). Developing an Ontology-Based System for Semantic Processing of Scientific Digital Libraries. South African Computer Journal, 35(1), 19–36. https://doi.org/10.18489/sacj.v35i1.1219
Malakhov, K. S., & Semykopna, T. V. (2024). Integrating Hybrid Cloud Solutions in Telerehabilitation. CEUR Workshop Proceedings, 3806, 434–448. https://ceur-ws.org/Vol-3806/S_6_Malakhov_Semykopna.pdf
NO NCI. (2024a, May 11). Approbation of Project Results at the Nonprofit Organization “National Cancer Institute” [Facebook]. Facebook. https://www.facebook.com/UkrNCI/posts/pfbid02vv2kE8jkexd8vF88f8pZp6BQMdJUoLm5aSWGmfHB7STGsvMK3vtZ4aQNR97BwgXFl
NO NCI. (2024b, December 27). Nonprofit Organization “National Cancer Institute.” NO NCI. https://unci.org.ua/
Palagin, O. V. (2024, September 27). 4th National Congress of Physical and Rehabilitation Medicine: Information Systems in Rehabilitation. https://youtu.be/emcQU_34wRU
Palagin, O. V., Kaverinskiy, V. V., Litvin, A., & Malakhov, K. S. (2023). OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning. International Journal of Computing, 22(2), 170–183. https://doi.org/10.47839/ijc.22.2.3086
Palagin, O. V., Kaverinskiy, V. V., Malakhov, K. S., & Petrenko, M. G. (2024). Fundamentals of the Integrated Use of Neural Network and Ontolinguistic Paradigms: A Comprehensive Approach. Cybernetics and Systems Analysis, 60(1), 111–123. https://doi.org/10.1007/s10559-024-00652-z
Palagin, O. V., Kaverinskiy, V. V., Petrenko, M. G., & Malakhov, K. S. (2023). Digital Health Systems: Ontology-Based Universal Dialog Service for Hybrid E-Rehabilitation Activities Support. 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 1, 84–89.
https://doi.org/10.1109/IDAACS58523.2023.10348639
Palagin, O. V., Malakhov, K. S., Velychko, V. Yu., Semykopna, T. V., & Shchurov, O. S. (2022). Hospital Information Smart-System for Hybrid E-Rehabilitation. CEUR Workshop Proceedings, 3501, 140–157. https://ceur-ws.org/Vol-3501/s50.pdf
Palagin, O. V., Petrenko, M. G., & Malakhov, K. S. (2024). Challenges and Role of Ontology Engineering in Creating the Knowledge Industry: A Research-Related Design Perspective. Cybernetics and Systems Analysis, 60(4), 633–645. https://doi.org/10.1007/s10559-024-00702-6
Palagin, O. V., Stetsyuk, P. I., Sergienko, I., Vladymyrov, O. V., Vakulenko, D., Budnyk, M., Malakhov, K., Semykopna, T., Symonov, D., & Syvak, O. (2024). Cloud-based Platform for Patient-centered Telerehabilitation of Oncology Patients with Mathematical Related Modeling (O. Palagin & P. I. Stetsyuk, Eds.; 1st ed.). V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine, Kyiv. https://doi.org/10.34229/mono.palagin.24.1
Palagin, O. V., Symonov, D., & Semykopna, T. V. (2024). Mathematical Modeling of the Evolution of the Rehabilitation Process for Patients with Oncological Diseases. In V. Kazymyr, A. Morozov, O. Palagin, S. Shkarlet, N. Stoianov, D. Vinnikov, & M. Zheleznyak (Eds.), Mathematical Modeling and Simulation of Systems (pp. 99–112). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-67348-1_8
Palagin, O. V., Velychko, V. Yu., 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
Petrenko, M. G., & Malakhov, K. S. (2024). Systems Science: Digitalization of Transdisciplinary Research. Journal of Robotics, Networking and Artificial Life, 10(4), 342–352. https://doi.org/10.57417/jrnal.10.4_342
Romaniv, S. V., Palaniza, Yu. B., Vakulenko, D. V., & Galaychuk, I. Y. (2023). The Method of Using Fractal Analysis for Metastatic Nodules Diagnostics on Computer Tomographic Images of Lungs. In H. S. Watanabe (Ed.), Horizons in Cancer Research (Vol. 85, pp. 231–247). Nova Science Publishers. https://novapublishers.com/shop/horizons-in-cancer-research-volume-85/
Sergienko, I. V., Shylo, V. P., & Roshchyn, V. O. (2023). Algorithm Unions for Solving Discrete Optimization Problems. Cybernetics and Systems Analysis, 59(5), 753–762. https://doi.org/10.1007/s10559-023-00611-0
Stetsyuk, P. I., Fischer, A., & Khomiak, O. M. (2023). Unified Representation of the Classical Ellipsoid Method. Cybernetics and Systems Analysis, 59(5), 784–793. https://doi.org/10.1007/s10559-023-00614-x
Stetsyuk, P. I., & Stovba, V. (2025). Use of Ellipsoid Method for Finding Linear Regression Parameters with L1-Regularization. In G. Mammadova, T. Aliev, & K. Aida-zade (Eds.), Information Technologies and Their Applications (pp. 350–362). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-73417-5_27
Stetsyuk, P. I., Stovba, V., Senko, I., & Chaikovsky, I. (2024). Use of Ellipsoid Method and Linear Regression with L1-Regularization for Medical Data Investigation. CEUR Workshop Proceedings, 3777, 210–221. https://ceur-ws.org/Vol-3777/paper14.pdf
Stetsyuk, P. I., Vakulenko, D., & Semykopna, T. (2024). Algorithms of Optimal Selection of Variants for One Special Class of Problems. International Scientific Technical Journal “Problems of Control and Informatics,” 69(5), Article 5. https://doi.org/10.34229/1028-0979-2024-5-1
The 4th National Congress of Physical and Rehabilitation Medicine. (2024, September 27). RINMON FOUNDATION. https://rimon.org.ua/rehabilitation270924-ua/
The 4th National Congress of Physical and Rehabilitation Medicine Photo Report. (2024, September 27). [iCloud]. iCloud. https://www.icloud.com/iclouddrive/0fdjMLU7ns8HYW96Oua9jAxcg#Acts_of_Implementation_of_Project_Results
Vakulenko, D. V., Palagin, O. V., Sergienko, I. V., & Stetsyuk, P. I. (2024). Algorithmization and Optimization Models of Patient-Centric Rehabilitation Programs*. Cybernetics and Systems Analysis, 60(5), 736–752. https://doi.org/10.1007/s10559-024-00711-5
Vladymyrov, O. A., Semykopna, T. V., Vakulenko, D. V., Syvak, O. V., & Budnyk, M. M. (2024a). Telerehabilitation Guidelines for Patients with Breast Cancer. International Journal of Telerehabilitation, Special Issue: Research Status Report – Ukraine in 2024, 1–76. https://doi.org/10.5195/ijt.2024.6640
Vladymyrov, O. A., Semykopna, T. V., Vakulenko, D. V., Syvak, O. V., & Budnyk, M. M. (2024b). Telerehabilitation Guidelines for Patients with Breast Cancer (Ukrainian Language Edition). International Journal of Telerehabilitation, Special Issue: Research Status Report – Ukraine in 2024, 1–77. https://doi.org/10.5195/ijt.2024.6642
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