Artificial Intelligence and Medical Internet of Things Framework for Diagnosis of Coronavirus Suspected Cases

Table 1

Comparative analysis of the proposed ensemble framework and the competitive deep learning models.

Model	Accuracy	F-measure	Sensitivity	Specificity	AUC
CNN	97.32  0.92	97.95  1.21	98.02  1.18	98.18  1.17	97.97  1.03
VGG16	98.12  1.06	98.19  0.95	98.02  1.18	98.19  1.18	98.08  1.21
ResNetV2	98.31  0.98	98.51  1.08	98.21  1.04	98.20  0.94	98.16  0.94
DenseNet201	98.82  0.92	98.73  0.92	98.72  0.79	98.42  1.04	98.48  0.89
Inception V4 network	98.73  0.96	98.83  0.83	98.63  1.05	98.42  1.12	98.62  0.91
ResNet152V2	98.82  0.82	98.82  0.58	98.74  0.83	98.83  0.85	98.85  0.79
Proposed model	99.2  0.58	99.17  0.61	99.12  0.72	99.07  0.79	99.21  0.67