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Table 4 Model classification results on the adut-CT 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 0.948 (0.934–0.962) 0.896 (0.877–0.915) 0.954 0.844 601/29/111/259
Bi-RNN 0.948 (0.934–0.962) 0.913 (0.895–0.930) 0.947 0.881 627/35/85/253
CNN 0.957 (0.944–0.970) 0.917 (0.900–0.934) 0.945 0.890 634/37/78/251