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利用人工智能改善公共卫生:叙述性评论。

Using artificial intelligence to improve public health: a narrative review.

机构信息

Department of Allied and Public Health, School of Health, Sport and Bioscience, University of East London, London, United Kingdom.

Division of Sustainable Development, Qatar Foundation, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.

出版信息

Front Public Health. 2023 Oct 26;11:1196397. doi: 10.3389/fpubh.2023.1196397. eCollection 2023.

Abstract

Artificial intelligence (AI) is a rapidly evolving tool revolutionizing many aspects of healthcare. AI has been predominantly employed in medicine and healthcare administration. However, in public health, the widespread employment of AI only began recently, with the advent of COVID-19. This review examines the advances of AI in public health and the potential challenges that lie ahead. Some of the ways AI has aided public health delivery are via spatial modeling, risk prediction, misinformation control, public health surveillance, disease forecasting, pandemic/epidemic modeling, and health diagnosis. However, the implementation of AI in public health is not universal due to factors including limited infrastructure, lack of technical understanding, data paucity, and ethical/privacy issues.

摘要

人工智能(AI)是一种快速发展的工具,正在彻底改变医疗保健的许多方面。AI 主要应用于医学和医疗保健管理领域。然而,在公共卫生领域,随着 COVID-19 的出现,AI 的广泛应用直到最近才开始。本综述探讨了 AI 在公共卫生方面的进展,以及未来可能面临的挑战。AI 在公共卫生方面的一些应用方式包括空间建模、风险预测、错误信息控制、公共卫生监测、疾病预测、大流行/传染病建模和健康诊断。然而,由于基础设施有限、缺乏技术理解、数据匮乏以及伦理/隐私问题等因素,AI 在公共卫生领域的实施并非普遍适用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/423f/10637620/4f7af1ebf763/fpubh-11-1196397-g001.jpg

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