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人工智能在抗击新冠疫情中的作用。

The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic.

作者信息

Piccialli Francesco, di Cola Vincenzo Schiano, Giampaolo Fabio, Cuomo Salvatore

机构信息

Department of Mathematics and Applications "R. Caccioppoli", University of Naples Federico II, Naples, 80126 Italy.

Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, 80125 Italy.

出版信息

Inf Syst Front. 2021;23(6):1467-1497. doi: 10.1007/s10796-021-10131-x. Epub 2021 Apr 26.

Abstract

The first few months of 2020 have profoundly changed the way we live our lives and carry out our daily activities. Although the widespread use of futuristic robotaxis and self-driving commercial vehicles has not yet become a reality, the COVID-19 pandemic has dramatically accelerated the adoption of Artificial Intelligence (AI) in different fields. We have witnessed the equivalent of two years of digital transformation compressed into just a few months. Whether it is in tracing epidemiological peaks or in transacting contactless payments, the impact of these developments has been almost immediate, and a window has opened up on what is to come. Here we analyze and discuss how AI can support us in facing the ongoing pandemic. Despite the numerous and undeniable contributions of AI, clinical trials and human skills are still required. Even if different strategies have been developed in different states worldwide, the fight against the pandemic seems to have found everywhere a valuable ally in AI, a global and open-source tool capable of providing assistance in this health emergency. A careful AI application would enable us to operate within this complex scenario involving healthcare, society and research.

摘要

2020年的头几个月深刻改变了我们的生活方式和日常活动的开展方式。尽管未来派的机器人出租车和自动驾驶商用车的广泛使用尚未成为现实,但新冠疫情极大地加速了人工智能(AI)在不同领域的应用。我们见证了相当于两年的数字转型被压缩到仅仅几个月的时间里。无论是追踪疫情高峰还是进行非接触式支付,这些发展的影响几乎立竿见影,并且为未来的发展打开了一扇窗口。在此,我们分析并讨论人工智能如何能够支持我们应对当前的疫情。尽管人工智能有诸多不可否认的贡献,但临床试验和人类技能仍然是必需的。即使全球不同国家制定了不同的策略,抗击疫情似乎在各地都找到了人工智能这个宝贵的盟友,它是一种能够在这场卫生紧急事件中提供帮助的全球开源工具。谨慎应用人工智能将使我们能够在涉及医疗保健、社会和研究的复杂场景中开展工作。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/be2d/8072097/d6db24477a6a/10796_2021_10131_Fig1_HTML.jpg

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