GeoAI在健康和医疗保健领域的应用概述。

IF 3 2区医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH

International Journal of Health Geographics Pub Date : 2019-05-02 DOI:10.1186/s12942-019-0171-2

Maged N Kamel Boulos, Guochao Peng, Trang VoPham

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引用次数: 95

摘要

人工智能（AI）和地理/地理信息系统（GIS）维度的结合创造了GeoAI。GeoAI在健康和医疗保健领域发挥着新的作用，因为位置是人口和个人健康不可分割的一部分。本文概述了GeoAI技术（方法、工具和软件），以及它们在公共卫生、精准医疗和物联网驱动的智能健康城市的几个学科中的当前和潜在应用。还简要讨论了GeoAI研究和应用在健康和医疗保健领域目前面临的潜在挑战。

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An overview of GeoAI applications in health and healthcare.

The moulding together of artificial intelligence (AI) and the geographic/geographic information systems (GIS) dimension creates GeoAI. There is an emerging role for GeoAI in health and healthcare, as location is an integral part of both population and individual health. This article provides an overview of GeoAI technologies (methods, tools and software), and their current and potential applications in several disciplines within public health, precision medicine, and Internet of Things-powered smart healthy cities. The potential challenges currently facing GeoAI research and applications in health and healthcare are also briefly discussed.

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来源期刊

International Journal of Health Geographics PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH -

CiteScore

10.20

自引率

2.00%

发文量

审稿时长

12 weeks

期刊介绍： A leader among the field, International Journal of Health Geographics is an interdisciplinary, open access journal publishing internationally significant studies of geospatial information systems and science applications in health and healthcare. With an exceptional author satisfaction rate and a quick time to first decision, the journal caters to readers across an array of healthcare disciplines globally. International Journal of Health Geographics welcomes novel studies in the health and healthcare context spanning from spatial data infrastructure and Web geospatial interoperability research, to research into real-time Geographic Information Systems (GIS)-enabled surveillance services, remote sensing applications, spatial epidemiology, spatio-temporal statistics, internet GIS and cyberspace mapping, participatory GIS and citizen sensing, geospatial big data, healthy smart cities and regions, and geospatial Internet of Things and blockchain.