Detection of COVID-19 Case from Chest CT Images Using Deformable Deep Convolutional Neural Network

Table 3

Comparative analysis of classification results with recent related studies.

Study	Method	Performance
		Acc (%)	Sp (%)	Sn (%)
Yasar and Ceylan [6]	23-layer deep CNN	95.9	99.0	94.0
Amyar et al. [9]	Multitask DL (with the encoder and the decoder)	94.6	92.0	96.0
Wang et al. [12]	3D-ResNets	93.3	95.5	87.6
Sun et al. [18]	AFS-DF	91.7	89.9	93.0
Hasan et al. [19]	DenseNet-121	92.0	—	—
Wang et al. [20]	Modified inception V3	89.5	88.0	87.0
Cai et al. [21]	ResNet-18	94.3	97.3	91.4
Proposed	Deformable ResNet-50	97.6	98.5	96.5