地理空间人工智能(GeoAI):在医疗保健中的应用

K S Sahana, C B Karthik, Mounika M Sree, M Chaithra, Stavelin K Abhinandithe, B Snehalatha, R Sridhar, S Balasubramanian, B Madhu
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引用次数: 0

摘要

GeoAI是一个新兴的研究领域,是指将人工智能技术与多种地理信息系统(GIS)技术相结合的一套技术。本研究观察到,GeoAI超越了当前GIS的期望,并在不久的将来进入可能的领域。这门新兴的跨学科科学将引导我们做出可持续的决策,并为现有问题探索最合适的解决方案。GeoAI有潜力通过将GeoAI维度整合到现代GIS课程中来改变当前的地理和地理信息学课程。在这篇综述中,我们研究了GeoAI在各个医疗领域的应用。GeoAI有可能彻底改变医疗保健、公共卫生、传染病控制、灾害援助和实现可持续发展目标(SDG)。在医疗保健领域,GeoAI可以帮助进行疾病诊断、治疗计划和资源分配。在公共卫生方面,它可以帮助疾病监测、应急反应计划和确定卫生差距。在传染病控制方面,GeoAI可以帮助预测和跟踪疾病暴发,并支持疫苗接种运动。在灾害援助方面,GeoAI可以提供有关环境危害及其对公众健康影响的实时数据。在实现可持续发展目标方面,它可以支持土地利用规划、城市发展和资源分配,以促进健康和环境的可持续性。总体而言,GeoAI具有改变多个部门和改善全球人口福祉的潜力。
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Geospatial Artificial Intelligence (GeoAI): Applications in Health Care
GeoAI is a new emerging research area that refers to set of technologies that integrate AI technology with a diversity of GIS (Geographic Information System) techniques. The present study observed that GeoAI goes beyond current GIS expectations and into the domain of possibility in the not-too-distant future. This emerging interdisciplinary science will lead us to sustainable decisions and explore the most suitable solutions to the existing problems. GeoAI has the potential to transform current geography and geomatics programs by incorporating a GeoAI dimension into modern GIS curricula. In this review, we have studied the application GeoAI in various healthcare fields. GeoAI has the potential to revolutionize healthcare, public health, infectious disease control, disaster aid, and the achievements of Sustainable Development Goals (SDG). in healthcare, GeoAI can help with disease diagnosis, treatment planning, and resource allocation. In public health, it can aid in disease surveillance, emergency response planning, and identifying health disparities. In infectious disease control, GeoAI can help predict and track disease outbreaks and support vaccination campaigns. In disaster aid, GeoAI can provide real time data on environmental hazards and their impact on public health. In achieving Sustainable Development Goals, it can support in land use planning, urban development, and resource allocation to promote health and environmental sustainability. Overall GeoAI has the potential to transform multiple sectors and improve the well-being of populations worldwide.
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