Please use this identifier to cite or link to this item:
https://dspace.chmnu.edu.ua/jspui/handle/123456789/2411
Title: | Indicators of the Course Remote Procedures Correction according to IoMT the Patient State Assessments in Restorative Medicine |
Authors: | Trunov, A. Dronyuk, I. Skopenko, I. |
Keywords: | Markov chains AI tools classification definitions relative gains signal indicators procedure changes |
Issue Date: | 2023 |
Publisher: | RWTH AACHEN |
Abstract: | The process of modeling recovery procedures implemented remotely in a 5G network for IoMT and wireless Wi-Fi devices is considered. Reactions to the dynamics of the state vector of Markov chains, as a consequence of deviations in the parameters of the patient state, were studied. An algorithm that establishes a connection between statistical parameters and the facts of hidden failures of measurements has been studied, and definitions have been formed that are suitable for the formation of productive AI rules for the classification of hidden failures. The suitability of the proposed AI tools: the input and output vector of the state, their relative increments, and the assessment of the weight coefficient between the two steps to be information signals of changes in the patient's state was quantitatively investigated. It has been demonstrated that the ratio of the relative changes of the output vector to the relative changes of the input vector is the most sensitive and can serve as a signal indicator of the need for changes in procedures. |
Description: | Trunov, A., Dronyuk, I., & Skopenko, I. (2023). Indicators of the Course Remote Procedures Correction according to IoMT the Patient State Assessments in Restorative Medicine. In: Shakhovska, N., Kovac, M., Izonin I., Chretien, S. 6th International Conference on Informatics & Data-driven Medicine, IDDM 2023, Vol. 3609. Bratislava, Slovakia. |
URI: | https://www.webofscience.com/wos/woscc/full-record/WOS:001237876400023 https://dspace.chmnu.edu.ua/jspui/handle/123456789/2411 |
ISSN: | 1613-0073 |
Appears in Collections: | Публікації науково-педагогічних працівників ЧНУ імені Петра Могили у БД Web of Science |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Indicators of the Course Remote Procedures Correction.pdf | 701.66 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.