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在一个启用地理人工智能的社会中管理媒介传播疾病。以疟疾为例。

Managing vector-borne diseases in a geoAI-enabled society. Malaria as an example.

作者信息

Blanford Justine I

机构信息

Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, Netherlands.

出版信息

Acta Trop. 2024 Dec;260:107406. doi: 10.1016/j.actatropica.2024.107406. Epub 2024 Sep 17.

Abstract

More than 17 % of all infectious diseases are caused by vector-borne diseases resulting in more than 1 billion cases and over 1 million deaths each year. Of these malaria continues to be a global burden in over eighty countries. As societies become more digitalised, the availability of geospatially enabled health and disease information will become more abundant. With this, the ability to assess health and disease risks in real-time will become a reality. The purpose of this study was to examine how geographic information, geospatial technologies and spatial data science are being used to reduce the burden of vector-borne diseases such as malaria and explore the opportunities that lie ahead with GeoAI and other geospatial technology advancements. Malaria is a dynamic and complex system and as such a range of data and approaches are needed to tackle different parts of the malaria cycle at different local and global scales. Geospatial technologies provide an integrated framework vital for monitoring, analysing and managing vector-borne diseases. GeoAI and technological advancements are useful for enhancing real-time assessments, accelerating the decision making process and spatial targeting of interventions. Training is needed to enhance the use of geospatial information for the management of vector-borne diseases.

摘要

所有传染病中,超过17%是由媒介传播疾病引起的,每年导致超过10亿例病例和100多万人死亡。其中,疟疾在80多个国家仍然是一项全球负担。随着社会日益数字化,具备地理空间功能的健康和疾病信息将变得更加丰富。有了这些信息,实时评估健康和疾病风险的能力将成为现实。本研究的目的是探讨地理信息、地理空间技术和空间数据科学如何被用于减轻疟疾等媒介传播疾病的负担,并探索随着地理人工智能和其他地理空间技术进步而出现的机遇。疟疾是一个动态复杂的系统,因此需要一系列数据和方法来在不同的地方和全球尺度上应对疟疾周期的不同环节。地理空间技术提供了一个综合框架,对监测、分析和管理媒介传播疾病至关重要。地理人工智能和技术进步有助于加强实时评估、加速决策过程以及干预措施的空间定位。需要开展培训,以加强利用地理空间信息来管理媒介传播疾病。

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