Combining Initial Radiographs and Clinical Variables Improves Deep Learning Prognostication in Patients with COVID-19 from the Emergency Department

摘要

Author contributions: Guarantors of integrity of entire study, Y.J.F.K., D.T., M.F., M.A.C., S.M., A.J., A.B.C.; study concepts/study design or data acquisition or data analysis/interpretation, all authors; manuscript drafting or manuscript revision for important intellectual content, all authors; approval of final version of submitted manuscript, all authors; agrees to ensure any questions related to the work are appropriately resolved, all authors; literature research, Y.J.F.K., D.T., M.A.C., S.Z.M., S.M., C.E., A.J., E.K.O.; clinical studies, Y.J.F.K., D.T., M.A.C., S.Z.M., N.V., C.E., A.J., Y.S.G.; experimental studies, Y.J.F.K., N.V., C.E., A.J., Z.A.F.; statistical analysis, Y.J.F.K., M.F., M.A.C., B.S.G., A.B.C.; and manuscript editing, all authors.