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Table 5 Model classification results on the adut X-ray data set

From: Neural classification of Norwegian radiology reports: using NLP to detect findings in CT-scans of children

Model AUC (CI) F1 (CI) P R TP/FP/FN/TN
SVM 0.957 (0.944–0.969) 0.914 (0.897–0.932) 0.936 0.893 586/40/70/304
Bi-RNN 0.967 (0.956–0.978) 0.924 (0.907–0.941) 0.959 0.892 585/25/71/319
CNN 0.966 (0.955–0.977) 0.908 (0.890–0.926) 0.962 0.860 564/22/92/323