Utilization of GeoAI Applications in the Health Sector: A Review

Anastasia Amponsah, Philia Latue, Heinrich Rakuasa
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引用次数: 1

Abstract

This research describes the use of GeoAI, a geospatial data-based artificial intelligence, to improve the understanding and management of health in a global context. GeoAI enables the integration of geographic data such as maps, satellite images, and environmental information with artificial intelligence technology to analyze disease spread, health risk factors, and health resource management more accurately. This research uses a descriptive qualitative approach. The type of research used is a literature study. The literature review database used is by searching on Google Scholar, Scopus, and Google Book. The results of this study show that the basic concept of GeoAI involves more accurate spatial analysis, disease spread monitoring, disease outbreak prediction, and more efficient health resource management. However, challenges such as access to adequate data, lack of understanding among health professionals, and data privacy and security issues need to be addressed for GeoAI to be effectively implemented. In conclusion, GeoAI has great potential in improving public health and addressing global health challenges, but requires careful steps in its implementation.
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卫生部门对地理人工智能应用的利用:审查
本研究描述了GeoAI(一种基于地理空间数据的人工智能)在全球范围内改善对健康的理解和管理的使用。GeoAI能够将地图、卫星图像和环境信息等地理数据与人工智能技术相结合,更准确地分析疾病传播、健康风险因素和卫生资源管理。本研究采用描述性定性方法。使用的研究类型是文献研究。使用的文献综述数据库是通过在Google Scholar, Scopus和Google Book上搜索。研究结果表明,GeoAI的基本概念涉及更精确的空间分析、疾病传播监测、疾病暴发预测和更有效的卫生资源管理。然而,为了有效实施GeoAI,需要解决诸如获取充足数据、卫生专业人员缺乏了解以及数据隐私和安全问题等挑战。最后,GeoAI在改善公共卫生和应对全球卫生挑战方面具有巨大潜力,但在实施过程中需要采取谨慎步骤。
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