Table 2.
Details of proposed MIDCAN model.
Name | Kernel Parameter | Variable and size |
---|---|---|
Input-CCT | ||
3D-CBAM-1 | [3 × 3 × 3, 16]x3, [/2/2/2] | |
3D-CBAM-2 | [3 × 3 × 3, 32]x2, [/2/2/1] | |
3D-CBAM-3 | [3 × 3 × 3, 32]x2, [/2/2/2] | |
3D-CBAM-4 | [3 × 3 × 3, 64]x2, [/2/2/1] | |
3D-CBAM-5 | [3 × 3 × 3, 64]x2, [/2/2/2] | |
Flatten | ||
Input-CXR | ||
CBAM-1 | [3 × 3, 16]x3, [/2/2] | |
CBAM-2 | [3 × 3, 32]x2, [/2/2] | |
CBAM-3 | [3 × 3, 64]x2, [/2/2] | |
CBAM-4 | [3 × 3, 64]x2, [/2/2] | |
CBAM-5 | [3 × 3, 128]x2, [/2/2] | |
Flatten | ||
Concatenate | ||
FCL-1 | 500 × 16384, 500 × 1 | |
FCL-2 | 2 × 500, 2 × 1 | |
Softmax |