论文标题

2022年的Litcovid:Covid-19文献​​的信息资源

LitCovid in 2022: an information resource for the COVID-19 literature

论文作者

Chen, Qingyu, Allot, Alexis, Leaman, Robert, Wei, Chih-Hsuan, Aghaarabi, Elaheh, Guerrerio, John J., Xu, Lilly, Lu, Zhiyong

论文摘要

litcovid(https://www.ncbi.nlm.nih.gov/research/coronavirus/),于2020年2月首次启动,是一款用于跟踪Covid-19的最新发布研究的首个ITS-KIND文献中心。在过去的两年半中,Litcovid的文章数量从55,000增加到〜300,000,每月始终如一的增长率约为10,000款。除了迅速的文献增长外,Covid-19的大流行也发生了巨大的发展。例如,Omicron变体现在占美国新感染的98%以上,以响应Covid-19的持续发展,本文介绍了过去两年来对Litcovid的重大更新。首先,我们介绍了长期的共同收集,其中包括有关持续的多系统症状的共同幸存者的文章,包括呼吸道问题,心血管疾病,认知障碍和严重的疲劳。其次,我们提供了有关文献中提到的最新Covid-19菌株和疫苗的新注释。第三,我们通过更准确的机器学习算法来提高了几个现有功能,用于注释主题和与Covid-19相关的文章进行分类。 Litcovid在全球各种信息需求方面已广泛使用数百万访问权限,并继续在收集,策展和标准化COVID-19文献​​的最新知识中发挥关键作用。

LitCovid (https://www.ncbi.nlm.nih.gov/research/coronavirus/), first launched in February 2020, is a first-of-its-kind literature hub for tracking up-to-date published research on COVID-19. The number of articles in LitCovid has increased from 55,000 to ~300,000 over the past two and half years, with a consistent growth rate of ~10,000 articles per month. In addition to the rapid literature growth, the COVID-19 pandemic has evolved dramatically. For instance, the Omicron variant has now accounted for over 98% of new infections in the U.S. In response to the continuing evolution of the COVID-19 pandemic, this article describes significant updates to LitCovid over the last two years. First, we introduced the Long Covid collection consisting of the articles on COVID-19 survivors experiencing ongoing multisystemic symptoms, including respiratory issues, cardiovascular disease, cognitive impairment, and profound fatigue. Second, we provided new annotations on the latest COVID-19 strains and vaccines mentioned in the literature. Third, we improved several existing features with more accurate machine learning algorithms for annotating topics and classifying articles relevant to COVID-19. LitCovid has been widely used with millions of accesses by users worldwide on various information needs and continues to play a critical role in collecting, curating, and standardizing the latest knowledge on the COVID-19 literature.

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