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AUROCs of DL algorithm and ED physicians (pneumonia vs. non-pneumonia). (a) The DL algorithm showed significantly higher performance than that for ED physicians (0.861 vs. 0.788; p = 0.019). (b) ED physicians’ performance was improved after assistance with DL algorithm (0.788 vs. 0.816; p = 0.068). AUROC = area under the receiver operating characteristics curve, DL = deep learning, ED = emergency department.
