Transfer Learning to Detect COVID-19 Automatically from X-Ray Images Using Convolutional Neural Networks

Table 5

Parameters of different CNNs for COVID-19 with the best value in bold (%).

Classifier	Acc		PPV	Spc	Sen
InceptionV3	98.39	96.97	96.39	98.69	97.56
Xception	97.43	95.24	93.02	97.38	97.56
InceptionResNetV2	94.21	88.46	93.24	97.82	84.15
MobileNet	98.39	97.01	95.29	98.25	98.78
VGG16	98.71	97.59	96.43	98.69	98.78
DenseNet169	98.07	96.39	95.24	98.25	97.56
NasNetLarge	96.14	92.68	92.68	97.38	92.68
DenseNet121	95.50	91.14	94.73	98.25	87.81