Deep Learning Systems for Pneumothorax Detection on ChestRadiographs: A Multicenter External Validation Study

摘要

Author contributions: Guarantors of integrity of entire study,Y.L.T., D.N.; study concepts/study design or data acquisition or dataanalysis/interpretation, all authors; manuscript drafting or manuscriptrevision for important intellectual content, all authors; approval of finalversion of submitted manuscript, all authors; agrees to ensure any questionsrelated to the work are appropriately resolved, all authors; literatureresearch, Y.L.T., D.N., J.T.P.D.H., V.T.Y.T.; clinical studies, Y.L.T.,D.N., J.T.P.D.H., P.J., S.Y.S., C.H.T., P.L.K., G.G.P., V.T.Y.T., M.F.;statistical analysis, Y.L.T., D.N., M.F.; and manuscript editing, Y.L.T.,D.N., J.T.P.D.H., P.J., S.Y.S., C.H.T., S.T.Q., M.F.