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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

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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