Table 4 Comparison of the accuracy, AUROC, sensitivity, specificity of the test set between the models with additional information.

From: Screening obstructive sleep apnea patients via deep learning of knowledge distillation in the lateral cephalogram

 

Accuracy

AUROC

Sensitivity

Specificity

Teacher model

0.841

0.932

0.771

0.914

Student model + sex

0.909

0.962

0.952

0.864

Student model + sex + BMI

0.804

0.792

0.682

0.830

Student model + sex + age

0.822

0.816

0.712

0.860

Student model + sex + BMI + age

0.839

0.828

0.721

0.881

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