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COVID-19 datasets

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COVID-19 datasets are public databases for sharing case data and medical information related to the COVID-19 pandemic.

Testing and case tracking stats

Databases of testing and case tracking for COVID-19 include:

  • Johns Hopkins Coronavirus Resource Center: Global aggregated data including cases, testing, contact tracing, and vaccine development[1]
  • World Health Organization (WHO) Coronavirus Disease Dashboard: a database of confirmed cases and deaths reported globally and broken down by region.[2] This database is part of the WHO Health Data Platform.[3]

Open Access Research

  • The Semantic Scholar project of the Allen Institute for AI hosts the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a public dataset of academic articles about COVID-19 and related research.[5] The dataset is updated daily and includes both peer-reviewed articles and preprints.[6]

Imaging

Radiology

Characteristic imaging features on chest radiographs and computed tomography (CT) of people who are symptomatic include asymmetric peripheral ground-glass opacities without pleural effusions.[7] The University of Montreal and Mila created the "COVID-19 Image Data Collection" in March which is a public data repository of chest imaging.[8][9][10] The Medical Imaging Databank in Valencian Region released a large dataset of chest imaging from Spain.[11][12] The Italian Radiological Society is compiling an international online database of imaging findings for confirmed cases.[13] Online radiology case sharing platforms such as Eurorad and Radiopaedia serve as platforms for sharing COVID-19 case data and imaging.[14][15]

References

  1. ^ "Home". Johns Hopkins Coronavirus Resource Center. Retrieved 2020-09-18.
  2. ^ "WHO Coronavirus Disease (COVID-19) Dashboard". covid19.who.int. Retrieved 2020-09-18.
  3. ^ "World Health Data Platform - WHO". www.who.int. Retrieved 2020-09-18.
  4. ^ Stephens, Autumn. "Tracking Star in Oakland". Diablo Magazine. Retrieved 2020-09-18.
  5. ^ "CORD-19 | Semantic Scholar". www.semanticscholar.org. Retrieved 2020-10-13.
  6. ^ "Analysis of COVID-19 publications identifies research gaps". EurekAlert!. Retrieved 2020-10-13.
  7. ^ Li Y, Xia L (March 2020). "Coronavirus Disease 2019 (COVID-19): Role of Chest CT in Diagnosis and Management". American Journal of Roentgenology. 214 (6): 1280–1286. doi:10.2214/AJR.20.22954. PMID 32130038. S2CID 212416282.
  8. ^ "COVID-19 related projects". Mila. COVID-19 image data collection. Retrieved 12 July 2020.
  9. ^ "COVID-19 image data collection". GitHub. Retrieved 12 July 2020.
  10. ^ Cohen, Joseph (25 March 2020). "COVID-19 image data collection". arXiv:2003.11597 [eess.IV].
  11. ^ "BIMCV-COVID19, Datasets related to COVID19's pathology course". Medical Imaging Databank in Valencian Region Medical. Retrieved 12 July 2020.
  12. ^ de la Iglesia Vayá, Maria (1 June 2020). "BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients". arXiv:2006.01174 [eess.IV].
  13. ^ "COVID-19 Database". Società Italiana di Radiologia Medica e Interventistica (in Italian). Retrieved 2020-03-11.
  14. ^ "Pneumothorax and pneumomediastinum: a rare complication in the evolution of COVID-19 pneumonia". Eurorad. Retrieved 12 July 2020.
  15. ^ Bell, Daniel; Knipe, Henry. "COVID-19 (summary)". Radiopaedia. Retrieved 12 July 2020.
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