Table 4 The comparison of the performance between our Rib Fracture Detection System with Fast RCNN, Faster RCNN, YOLOv3.

From: Rib fracture detection system based on deep learning

Group

Model

Fast RCNN

Faster RCNN

YOLOv3

F1-score

0.890

0.863

0.870

0.877

Recall

0.913

0.874

0.889

0.894

Precision

0.869

0.853

0.852

0.861

NPV

0.969

0.925

0.932

0.942

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