Automated Evaluation of Upper Airway Obstruction Based on Deep Learning

Table 2

The performance of deep learning model.

Operator	SEN	SPEC	PPV	NPV	F1-score
VGG16	0.84	0.86	0.86	0.84	0.85
ResNet-18	0.83	0.86	0.87	0.82	0.85
EfficientNet	0.84	0.88	0.88	0.83	0.86
MobileNet v2	0.85	0.88	0.88	0.85	0.87
DCNN (ours)	0.86	0.89	0.90	0.85	0.88