用于远程监测和控制孕妇健康状况的硬件和软件综合体

Q3 Mathematics
I. Korneeva, Kristina Kramar, Evgeniya Semenova, A. Sergeev, Z. Yuldashev
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引用次数: 1

摘要

导言:由于COVID-19等危险传染病和病毒性疾病的迅速蔓延,远程监测人们健康的问题变得尤为紧迫。这一时期对孕妇来说尤其困难。据俄罗斯国家统计局统计,2020年俄罗斯孕产妇死亡率比2019年上升24.4%,达到每10万新生儿11.2例。这是自2013年以来的最差水平。在目前的条件下,有必要开发远程监测系统,使您能够使用医疗机构以外的工具远程检查孕妇的健康状况。目的:开发一个硬件和软件综合体的结构和验证元件的选择,该综合体将在医疗机构外进行远程监测,并评估孕妇在其活动期间的状况。结果:根据俄罗斯联邦卫生部的方法学建议,编制了一份孕妇自动调查表,对孕妇的现状进行定量评估,以便研究其健康动态。在仪器研究结果的基础上,根据患者身体功能的30个因素和问卷调查数据,制定了一套诊断意义指标。对于每一项,都指定了一系列值(规范、警报、病理)。我们开发了硬件和软件综合体的实验样本,并测试了其功能,特别是通过尿液测试获取生物医学数据的模式。实验研究了生物医学数据处理和分析的算法,以验证所提出解决方案的有效性。实际意义:研究结果使我们能够肯定地回答关于在医疗机构外远程监测和评估孕妇健康状况以预测妊娠并发症的可能性的问题,并验证记录复杂生物医学信号和数据的测量通道的选择,以及信息处理和分析算法的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware and software complex for remote monitoring and control of a pregnant woman's health state
Introduction: The problem of remote monitoring of people's health has become especially urgent nowadays due to the rapid spread of dangerous infectious and viral diseases, such as COVID-19. This period was especially difficult for pregnant women. According to Rosstat statistics, in 2020, maternal mortality in Russia increased by 24.4% compared to 2019 and reached 11.2 per 100,000 newborns. This is the worst level since 2013. In the current conditions, there is a necessity for developing remote monitoring systems which allow you to check the health status of a pregnant woman remotely using tools outside a medical institution. Purpose: To develop the structure and validate the choice of elements for a hardware and software complex which would perform remote monitoring outside a medical institution and assess the condition of pregnant women during their active life. Results: An automated questionnaire for pregnant women has been developed in accordance with the methodological recommendations of the Ministry of Health of the Russian Federation, providing a quantitative assessment of the current state of a pregnant woman in order to study the dynamics of her health. Based on the results of instrumental studies, according to 30 factors of patient's body functioning and the questionnaire data, a set of diagnostically significant indicators was developed. For each of them, a range of values was specified (norm, alarm, pathology). We have developed an experimental sample of the hardware and software complex and tested its functioning, particularly the modes of taking biomedical data by urine tests. The algorithms for processing and analysis of biomedical data have been experimentally studied in order to confirm the validity of the proposed solutions. Practical relevance: The results of the studies allow us to affirmatively answer the question about the possibility of remote monitoring outside a medical institution and assessing the health state of a pregnant woman in order to predict pregnancy complications, as well as to validate the choice of measuring channels for recording a complex of biomedical signals and data, and the choice of algorithms for information processing and analysis.
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来源期刊
Informatsionno-Upravliaiushchie Sistemy
Informatsionno-Upravliaiushchie Sistemy Mathematics-Control and Optimization
CiteScore
1.40
自引率
0.00%
发文量
35
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