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Coronavirus disease (COVID-19) is a clinical manifestation of infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) [1], which was first detected in Wuhan, China, in December 2019 and declared a pandemic on March 11, 2020 [2]. COVID-19 most commonly presents with pneumonialike symptoms, including fever, dyspnea, cough, and severe hypoxia.
A.C. and E.K.O. designed and built the computing environment for this project. J.J.T., J.M., and E.K.O. conceived the study. A.C., J.L., and E.K.O. developed the computer-vision algorithms. J.Z., E.K.O., J.S., and M.P. developed the NLP algorithms. J.J.T., M.P., A.S., J.K., and S.C. built the crowdsourcing platform for obtaining ground-truth labels. J.J.T., J.S., M.C., N.S., and J.Z. generated gold-standard labels and assembled the datasets.
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