Artificial Intelligence in battling infectious diseases: A transformative role

被引:2
|
作者
Li, Chunhui [1 ]
Ye, Guoguo [2 ]
Jiang, Yinghan [1 ]
Wang, Zhiming [1 ]
Yu, Haiyang [3 ]
Yang, Minghui [1 ,4 ]
机构
[1] Beijing Inst Technol, Sch Life Sci, Adv Res Inst Multidisciplinary Sci, Key Lab Mol Med & Biotherapy, Beijing, Peoples R China
[2] Southern Univ Sci & Technol, Hosp 2, Peoples Hosp Shenzhen 3, Shenzhen Key Lab of Pathogen & Immun,Natl Clin Res, Shenzhen, Peoples R China
[3] Hangzhou Yalla Informat Technol Serv Co Ltd, Hangzhou, Peoples R China
[4] Beijing Inst Technol, Sch Life Sci, Adv Res Inst Multidisciplinary Sci, Key Lab Mol Med & Biotherapy, Beijing 100081, Peoples R China
基金
中国博士后科学基金;
关键词
Artificial Intelligence (AI); COVID-19; Infectious diseases; PHEICs; SARS-COV-2; SURVEILLANCE; TRANSMISSION; PNEUMONIA;
D O I
10.1002/jmv.29355
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
It is widely acknowledged that infectious diseases have wrought immense havoc on human society, being regarded as adversaries from which humanity cannot elude. In recent years, the advancement of Artificial Intelligence (AI) technology has ushered in a revolutionary era in the realm of infectious disease prevention and control. This evolution encompasses early warning of outbreaks, contact tracing, infection diagnosis, drug discovery, and the facilitation of drug design, alongside other facets of epidemic management. This article presents an overview of the utilization of AI systems in the field of infectious diseases, with a specific focus on their role during the COVID-19 pandemic. The article also highlights the contemporary challenges that AI confronts within this domain and posits strategies for their mitigation. There exists an imperative to further harness the potential applications of AI across multiple domains to augment its capacity in effectively addressing future disease outbreaks.
引用
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页数:11
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