The MAPSTROKE project: A computational strategy to improve access to acute stroke care.

IF 6.3 2区 医学 Q1 CLINICAL NEUROLOGY
International Journal of Stroke Pub Date : 2024-08-01 Epub Date: 2024-02-28 DOI:10.1177/17474930241234528
Leonardo Augusto Carbonera, Julián Alejandro Rivillas, Gillian Gordon Perue, Leonardo da Luz Dorneles, Mateus Boiani, Ana Cláudia de Souza, Gisele Sampaio Silva, Marcio Dorn, Sheila Cristina Ouriques Martins
{"title":"The MAPSTROKE project: A computational strategy to improve access to acute stroke care.","authors":"Leonardo Augusto Carbonera, Julián Alejandro Rivillas, Gillian Gordon Perue, Leonardo da Luz Dorneles, Mateus Boiani, Ana Cláudia de Souza, Gisele Sampaio Silva, Marcio Dorn, Sheila Cristina Ouriques Martins","doi":"10.1177/17474930241234528","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Global access to acute stroke treatment is variable worldwide, with notable gaps in low and middle-income countries (LMIC), especially in rural areas. Ensuring a standardized method for pinpointing the existing regional coverage and proposing potential sites for new stroke centers is essential to change this scenario.</p><p><strong>Aims: </strong>To create and apply computational strategies (CSs) to determine optimal locations for new acute stroke centers (ASCs), with a pilot application in nine Latin American regions/countries.</p><p><strong>Methods: </strong>Hospitals treating acute ischemic stroke (AIS) with intravenous thrombolysis (IVT) and meeting the minimum infrastructure requirements per structured protocols were categorized as ASCs. Hospitals with emergency departments, noncontrast computed tomography (NCCT) scanners, and 24/7 laboratories were identified as potential acute stroke centers (PASCs). Hospital geolocation data were collected and mapped using the OpenStreetMap data set. A 45-min drive radius was considered the ideal coverage area for each hospital based on the drive speeds from the OpenRouteService database. Population data, including demographic density, were obtained from the Kontur Population data sets. The proposed CS assessed the population covered by ASCs and proposed new ASCs or artificial points (APs) settled in densely populated areas to achieve a target population coverage (TPC) of 95%.</p><p><strong>Results: </strong>The observed coverage in the region presented significant disparities, ranging from 0% in the Bahamas to 73.92% in Trinidad and Tobago. No country/region reached the 95% TPC using only its current ASCs or PASCs, leading to the proposal of APs. For example, in Rio Grande do Sul, Brazil, the introduction of 132 new centers was suggested. Furthermore, it was observed that most ASCs were in major urban hubs or university hospitals, leaving rural areas largely underserved.</p><p><strong>Conclusions: </strong>The MAPSTROKE project has the potential to provide a systematic approach to identify areas with limited access to stroke centers and propose solutions for increasing access to AIS treatment.</p><p><strong>Data access statement: </strong>Data used for this publication are available from the authors upon reasonable request.</p>","PeriodicalId":14442,"journal":{"name":"International Journal of Stroke","volume":" ","pages":"747-753"},"PeriodicalIF":6.3000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Stroke","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/17474930241234528","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/28 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Global access to acute stroke treatment is variable worldwide, with notable gaps in low and middle-income countries (LMIC), especially in rural areas. Ensuring a standardized method for pinpointing the existing regional coverage and proposing potential sites for new stroke centers is essential to change this scenario.

Aims: To create and apply computational strategies (CSs) to determine optimal locations for new acute stroke centers (ASCs), with a pilot application in nine Latin American regions/countries.

Methods: Hospitals treating acute ischemic stroke (AIS) with intravenous thrombolysis (IVT) and meeting the minimum infrastructure requirements per structured protocols were categorized as ASCs. Hospitals with emergency departments, noncontrast computed tomography (NCCT) scanners, and 24/7 laboratories were identified as potential acute stroke centers (PASCs). Hospital geolocation data were collected and mapped using the OpenStreetMap data set. A 45-min drive radius was considered the ideal coverage area for each hospital based on the drive speeds from the OpenRouteService database. Population data, including demographic density, were obtained from the Kontur Population data sets. The proposed CS assessed the population covered by ASCs and proposed new ASCs or artificial points (APs) settled in densely populated areas to achieve a target population coverage (TPC) of 95%.

Results: The observed coverage in the region presented significant disparities, ranging from 0% in the Bahamas to 73.92% in Trinidad and Tobago. No country/region reached the 95% TPC using only its current ASCs or PASCs, leading to the proposal of APs. For example, in Rio Grande do Sul, Brazil, the introduction of 132 new centers was suggested. Furthermore, it was observed that most ASCs were in major urban hubs or university hospitals, leaving rural areas largely underserved.

Conclusions: The MAPSTROKE project has the potential to provide a systematic approach to identify areas with limited access to stroke centers and propose solutions for increasing access to AIS treatment.

Data access statement: Data used for this publication are available from the authors upon reasonable request.

MAPSTROKE 项目:改善急性中风治疗的计算策略。
背景:全球范围内获得急性中风治疗的机会参差不齐,中低收入国家(LMIC)尤其是农村地区存在明显差距。方法:使用静脉溶栓疗法(IVT)治疗急性缺血性卒中(AIS)并符合结构化协议规定的最低基础设施要求的医院被归类为急性卒中中心。拥有急诊科、非对比 CT 扫描仪和全天候实验室的医院被认定为潜在急性卒中中心(PASC)。使用 OpenStreetMap® 数据集收集医院地理位置数据并绘制地图。根据 OpenRouteService® 数据库中的行车速度,每家医院的理想覆盖范围为 45 分钟车程半径。人口数据(包括人口密度)来自 Kontur Population® 数据集。拟议的 CS 评估了 ASC 所覆盖的人口,并建议在人口稠密地区建立新的 ASC 或人工点 (AP),以实现 95% 的目标人口覆盖率 (TPC):该地区观察到的覆盖率差异很大,从巴哈马的 0%到特立尼达和多巴哥的 73.92%不等。没有一个国家/地区仅凭现有的 ASCs 或 PASCs 就达到了 95% 的目标覆盖率,因此提出了 APs 的建议。例如,在巴西南里奥格兰德州,建议引进 132 个新中心。此外,据观察,大多数 ASC 都位于主要的城市中心或大学医院,而农村地区则大多得不到充分的服务:结论:MAPSTROKE 项目有可能提供一种系统的方法来确定卒中中心服务有限的地区,并提出增加获得 AIS 治疗机会的解决方案:本出版物所用数据可向作者索取。
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
International Journal of Stroke
International Journal of Stroke 医学-外周血管病
CiteScore
13.90
自引率
6.00%
发文量
132
审稿时长
6-12 weeks
期刊介绍: The International Journal of Stroke is a welcome addition to the international stroke journal landscape in that it concentrates on the clinical aspects of stroke with basic science contributions in areas of clinical interest. Reviews of current topics are broadly based to encompass not only recent advances of global interest but also those which may be more important in certain regions and the journal regularly features items of news interest from all parts of the world. To facilitate the international nature of the journal, our Associate Editors from Europe, Asia, North America and South America coordinate segments of the journal.
×
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:481959085
Book学术官方微信