Table 1 Sensitivity and positive predictive value for automatic detection of punctate white matter lesions by the threshold of detection probability for each training set of composite images.

From: Automatic detection of punctate white matter lesions in infants using deep learning of composite images from two cases

Training sets for threshold of detection probability

Sensitivity

Positive predictive value

600 images

 20%

0.926

0.367

 30%

0.908

0.559

 40%

0.817

0.720

 50%

0.390

0.928

1200 images

 20%

0.951

0.552

 30%

0.945

0.550

 40%

0.851

0.711

 50%

0.623

0.815

2400 images

 20%

0.957

0.484

 30%

0.945

0.684

 40%

0.865

0.844

 50%

0.589

0.980

3600 images

 20%

0.939

0.519

 30%

0.926

0.659

 40%

0.853

0.739

 50%

0.638

0.904