OPTIMIZING ROUTING OF PATIENTS WITH ACUTE CORONARY SYNDROME IN THE KURSK REGION USING "CARDIONET" INFORMATION SYSTEM

B. Oleynik, V. Starodubov, V. A. Evdakov
{"title":"OPTIMIZING ROUTING OF PATIENTS WITH ACUTE CORONARY SYNDROME IN THE KURSK REGION USING \"CARDIONET\" INFORMATION SYSTEM","authors":"B. Oleynik, V. Starodubov, V. A. Evdakov","doi":"10.21045/2071-5021-2022-68-1-5","DOIUrl":null,"url":null,"abstract":"Significance. Reserving resources of the health care system to combat the spread of the new coronavirus infection makes it relevant to identify unused reserves for reducing mortality from diseases of the circulatory system through a more efficient use of the resources available to the regions to control cardiovascular diseases, as well as using resources of the neighboring regions through effective schemes of interregional routing of patients. Purpose. To assess performance and predictive accuracy of the developed information system \"Cardionet\" in ambulance service and, using this system, to analyze the existing routing schemes for patients with acute coronary syndrome (ACS) in the Kursk region to select the optimal routing schemes in terms of the time spent on transporting patients with ACS to cardiovascular centers, including cases of interregional cooperation. Material and methods. Performance and predictive accuracy of the \"Cardionet\" information system were analyzed on the basis of the ambulance service of the Kursk region. The digital twin of the Kursk region was used to study the time indicators of transportation of patients with acute coronary syndrome by ambulance teams to medical organizations on the basis of the current procedure versus routing with automatically determined optimal route, including during interregional cooperation with cardiovascular centers of the neighboring regions. Results. The difference between the estimated and actual time of transportation when using the “Cardionet” information system equaled to 1.17 ± 5.52 minutes on average (p=0.1534), which is statistically insignificant and indicates a high predictive accuracy of the software product for calculating the patient transportation time. Due to introduction of the interregional cooperation, the regional average transportation time for patients with acute coronary syndrome with ST segment elevation was reduced by 10.43 ± 5.39 minutes, with the estimated decrease in mortality from myocardial infarction equaling to 2.62%. In four districts of the region, the time saved ranged from 41.5 ± 19.99 to 95.4 ± 21.52 minutes, and the predicted decrease in mortality from myocardial infarction - from 10.43% to 23.91%. In six out of 28 districts of the Kursk region, the routing of patients with acute coronary syndrome without ST-segment elevation is suboptimal in terms of the transportation time. Improvement of the routing schemes using the “Cardionet” information system will save 11.63 ± 4.37 to 40.05 ± 13.65 minutes on average. Conclusion. The use of the “Cardionet” information system for routing patients with acute coronary syndrome helps to decrease time required for patient transportation to medical organizations, which is a significant reserve for reducing mortality from diseases of the circulatory system.","PeriodicalId":279998,"journal":{"name":"Social Aspects of Population Health","volume":"38 12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Aspects of Population Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21045/2071-5021-2022-68-1-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Significance. Reserving resources of the health care system to combat the spread of the new coronavirus infection makes it relevant to identify unused reserves for reducing mortality from diseases of the circulatory system through a more efficient use of the resources available to the regions to control cardiovascular diseases, as well as using resources of the neighboring regions through effective schemes of interregional routing of patients. Purpose. To assess performance and predictive accuracy of the developed information system "Cardionet" in ambulance service and, using this system, to analyze the existing routing schemes for patients with acute coronary syndrome (ACS) in the Kursk region to select the optimal routing schemes in terms of the time spent on transporting patients with ACS to cardiovascular centers, including cases of interregional cooperation. Material and methods. Performance and predictive accuracy of the "Cardionet" information system were analyzed on the basis of the ambulance service of the Kursk region. The digital twin of the Kursk region was used to study the time indicators of transportation of patients with acute coronary syndrome by ambulance teams to medical organizations on the basis of the current procedure versus routing with automatically determined optimal route, including during interregional cooperation with cardiovascular centers of the neighboring regions. Results. The difference between the estimated and actual time of transportation when using the “Cardionet” information system equaled to 1.17 ± 5.52 minutes on average (p=0.1534), which is statistically insignificant and indicates a high predictive accuracy of the software product for calculating the patient transportation time. Due to introduction of the interregional cooperation, the regional average transportation time for patients with acute coronary syndrome with ST segment elevation was reduced by 10.43 ± 5.39 minutes, with the estimated decrease in mortality from myocardial infarction equaling to 2.62%. In four districts of the region, the time saved ranged from 41.5 ± 19.99 to 95.4 ± 21.52 minutes, and the predicted decrease in mortality from myocardial infarction - from 10.43% to 23.91%. In six out of 28 districts of the Kursk region, the routing of patients with acute coronary syndrome without ST-segment elevation is suboptimal in terms of the transportation time. Improvement of the routing schemes using the “Cardionet” information system will save 11.63 ± 4.37 to 40.05 ± 13.65 minutes on average. Conclusion. The use of the “Cardionet” information system for routing patients with acute coronary syndrome helps to decrease time required for patient transportation to medical organizations, which is a significant reserve for reducing mortality from diseases of the circulatory system.
使用“cardionet”信息系统优化库尔斯克地区急性冠状动脉综合征患者路线
的意义。为抗击新型冠状病毒感染的传播而保留卫生保健系统的资源,有必要通过更有效地利用各地区可用的资源来控制心血管疾病,以及通过有效的区域间患者分流方案来利用邻近地区的资源,从而确定未使用的储备,以降低循环系统疾病的死亡率。目的。评估已开发的信息系统“Cardionet”在救护车服务中的性能和预测准确性,并使用该系统分析库尔斯克地区急性冠脉综合征(ACS)患者的现有路线方案,以选择将ACS患者运送到心血管中心所需时间的最佳路线方案,包括区域间合作的案例。材料和方法。以库尔斯克地区的救护服务为基础,分析了“心脏网”信息系统的性能和预测精度。库尔斯克地区的数字孪生体用于研究救护车团队在当前程序与自动确定最佳路线的基础上将急性冠状动脉综合征患者运送到医疗机构的时间指标,包括在与邻近地区心血管中心的区域间合作期间。结果。使用“Cardionet”信息系统时,预计转运时间与实际转运时间的差异平均为1.17±5.52分钟(p=0.1534),差异无统计学意义,说明该软件产品对患者转运时间的预测精度较高。由于区域间合作的引入,ST段抬高的急性冠状动脉综合征患者的区域平均运输时间缩短了10.43±5.39分钟,估计心肌梗死死亡率降低了2.62%。在该地区的四个区,节省的时间从41.5±19.99到95.4±21.52分钟不等,心肌梗死死亡率的预测下降幅度从10.43%到23.91%。库尔斯克地区28个区中有6个区,没有st段抬高的急性冠状动脉综合征患者的路线在运输时间方面是次优的。利用“Cardionet”信息系统改进路由方案平均节省11.63±4.37 ~ 40.05±13.65分钟。结论。使用“Cardionet”信息系统对急性冠状动脉综合征患者进行路由,有助于减少将患者运送到医疗机构所需的时间,这是减少循环系统疾病死亡率的重要储备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信