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An Introduction to Software Tools Data and Services for Geospatial Analysis of Stroke Services

机译:中风服务地理空间分析的软件工具数据和服务简介

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摘要

>Background: There is interest in the use geospatial data for development of acute stroke services given the importance of timely access to acute reperfusion therapy. This paper aims to introduce clinicians and citizen scientists to the possibilities offered by open source softwares (R and Python) for analyzing geospatial data. It is hoped that this introduction will stimulate interest in the field as well as generate ideas for improving stroke services.>Method: Instructions on installation of libraries for R and Python, source codes and links to census data are provided in a notebook format to enhance experience with running the software. The code illustrates different aspects of using geospatial analysis: (1) creation of choropleth (thematic) map which depicts estimate of stroke cases per post codes; (2) use of map to help define service regions for rehabilitation after stroke.>Results: Choropleth map showing estimate of stroke per post codes and service boundary map for rehabilitation after stroke. Conclusions The examples in this article illustrate the use of a range of components that underpin geospatial analysis. By providing an accessible introduction to these areas, clinicians and researchers can create code to answer clinically relevant questions on topics such as service delivery and service demand.
机译:>背景:鉴于及时获得急性再灌注治疗的重要性,人们希望将地理空间数据用于发展急性中风服务。本文旨在向临床医生和公民科学家介绍开放源代码软件(R和Python)提供的分析地理空间数据的可能性。希望此介绍会引起对该领域的兴趣,并产生改善笔画服务的想法。>方法:提供了有关安装R和Python库,源代码和普查数据链接的说明。以笔记本格式提供,以增强运行该软件的体验。该代码说明了使用地理空间分析的不同方面:(1)创建Choropleth(主题)地图,该地图描述了每个邮政编码对中风病例的估计; (2)使用地图帮助定义中风后康复的服务区域。>结果:显示每个邮政编码的中风估计值的Choropleth地图和中风后康复的服务边界地图。结论本文中的示例说明了支持地理空间分析的一系列组件的使用。通过提供对这些领域的无障碍介绍,临床医生和研究人员可以创建代码来回答关于诸如服务交付和服务需求等主题的临床相关问题。

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