Detecting COVID-19 in Chest X-Ray Images via MCFF-Net

Table 1

MCFF-Net configuration.

MCFF-Net50		MCFF-Net66		MCFF-Net134
Conv7 × 7-64, stride 2
3 × 3 maxpooling, stride 2
Conv3 × 3-64	×3	Conv1 × 1-64	×3	Conv1 × 1-64	×3
Conv3 × 3-64		Conv3 × 3-64		Conv3 × 3-64
PCAF-64		Conv1 × 1-256		Conv1 × 1-256
		PCAF-256		PCAF-256
Conv3 × 3-128	×4	Conv1 × 1-128	×4	Conv1 × 1-128	×4
Conv3 × 3-128		Conv3 × 3-128		Conv3 × 3-128
PCAF-128		Conv1 × 1-512		Conv1 × 1-512
		PCAF-512		PCAF-512
Conv3 × 3-256	×6	Conv1 × 1-256	×6	Conv1 × 1-256	×23
Conv3 × 3-256		Conv3 × 3-256		Conv3 × 3-256
PCAF-256		Conv1×1-1024		Conv1×1-1024
		PCAF-1024		PCAF-1024
Conv3 × 3-512	×3	Conv1 × 1-512	×3	Conv1 × 1-512	×3
Conv3 × 3-512		Conv3 × 3-512		Conv3 × 3-512
PCAF-512		Conv1 × 1-2048		Conv1 × 1-2048
		PCAF-2048		PCAF-2048
Average pooling
Classifier, softmax