A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization

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Yan Y., Schaffter T., Bergquist T., Yu T., Prosser J., AYDIN Z., ...More

JAMA NETWORK OPEN, vol.4, no.10, 2021 (SCI-Expanded) identifier identifier identifier

  • Publication Type: Article / Article
  • Volume: 4 Issue: 10
  • Publication Date: 2021
  • Doi Number: 10.1001/jamanetworkopen.2021.24946
  • Journal Name: JAMA NETWORK OPEN
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, EMBASE, MEDLINE, Directory of Open Access Journals
  • Abdullah Gül University Affiliated: Yes


IMPORTANCE Machine learning could be used to predict the likelihood of diagnosis and severity of illness. Lack of COVID-19 patient data has hindered the data science community in developing models to aid in the response to the pandemic.