This research develops a multi-purpose system for real-time monitoring of functional health indicators, suggesting uses across various professional and personal contexts.
The purpose of the research is to develop the concept of a software and hardware complex for monitoring the func- tional state of a person. The complex being created should be multi-purpose and universal in terms of the age of patients and the applicability of the complex in various scenarios, including for personal use by patients, in rehabilitation, for operational monitoring of the condition of athletes, pilots, drivers and other categories, including those working in extreme conditions. Methods . A comparative analysis of noninvasive methods and technical means of obtaining information about significant parameters of the functional state of the human body is presented. The results of the analysis are summarized in order to form requirements for hardware and software tools for monitoring the functional state of a person. A mathematical model is analyzed allowed to obtain an integral estimation of the functional state of a person. Results . Significant parameters and characteristics of the human body amenable to objective instrumental control have been identified. These parameters are necessary to create a software and hardware complex that allows real-time monitoring of the functional state of a person. The requirements for the nodes of the complex are defined. It makes possible to assess the functional state both with and without distraction of the object of control from professional activity. The composition and characteristics of measurement channels are formulated. A method of forming an assessment of a person's functional state based on the use of artificial intelligence methods is proposed. Conclusion . The proposed hardware and software package satisfies the set goals and objectives. The completed research allows us to recommend the complex being developed for use by medical personnel in order to support medical decision-making. The complex under development is multi-purpose and can be useful for personal use by patients, including in home telemedicine, as well as athletes who need to continuously monitor the body's state during the training process. The complex can be used by people whose professional activity is associated with risks in the event of a decrease in the functional parameters of the body.
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Kharlanova et al. (2025) studied this question.
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