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Table 3 Model classification results on the Children-CT test set

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

Model

Kappa (CI)

F1 (CI)

P

R

TP/FP/FN/TN

SVM

0.975 (0.967–0.983)

0.911 (0.894–0.929)

0.909

0.914

561/56/53/681

Bi-RNN

0.978 (0.970–0.986)

0.927 (0.913–0.941)

0.927

0.951

584/62/30/675

CNN

0.981 (0.974–0.988)

0.930 (0.917–0.944)

0.918

0.943

579/52/35/17/685

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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