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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

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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