Aryani, Amir and Wang, Jingbo and Salvador-Carulla, Luis and Woo, Jihoon and Cheung, Cathy P. W. and Wu, Zhuochen and Yin, Hui and Xiao, Junhua and Lambert, Elisabeth A. and Howitt, Jason and Davidson, Jean M. and Yoong, Serene and Dixon, John B. and Climie, Rachel E. and Salinas-Perez, Jose A. and Bagheri, Nasser and Santiago, Celine and Williams, Joanne and Wickramasinghe, Nilmini and Ng, Leo and Zwack, Clara C. and Lambert, Gavin W. (2025) Coronavirus research topics, tracking twenty years of research. Scientific Data, 12 (1). ISSN 2052-4463
Full text not available from this repository.Abstract
Abstract
Research publications aimed at understanding the various aspects of Coronaviruses, particularly COVID-19, have significantly shaped our knowledge base. While the urgency to monitor COVID-19 in real-time has decreased, the continual influx of new research of monthly articles underscores the importance of systematic review and analysis to deepen our understanding of the pandemic’s broad impact. To explore research trends and innovations in this space, we developed a pipeline using natural language processing techniques. This pipeline systematically catalogues and synthesises the vast array of research articles, leading to the creation of a dataset with more than eight hundred thousand articles from July 2002 to May 2024. This paper describes the content of this dataset and provides the necessary information to make this dataset accessible and reusable for future research. Our approach aggregates and organises global research related to Coronaviruses into thematic clusters such as vaccine development, public health strategies, infection mechanisms, mental health issues, and economic consequences. Also, we have leveraged the contribution of health experts to review and revise the dataset.
| Item Type: | Article |
|---|---|
| Subjects: | R Medicine > R Medicine (General) |
| Depositing User: | Repository Administrator |
| Date Deposited: | 31 Oct 2025 04:26 |
| Last Modified: | 31 Oct 2025 04:26 |
| URI: | http://eprints.victorchang.edu.au/id/eprint/1704 |
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