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. 2021 Jul 14;150:8–16. doi: 10.1016/j.patrec.2021.06.021

Table 2.

Details of proposed MIDCAN model.

Name Kernel Parameter Variable and size
Input-CCT size(A2)=256×256×16
3D-CBAM-1 [3 × 3 × 3, 16]x3, [/2/2/2] size(A3)=128×128×8×16
3D-CBAM-2 [3 × 3 × 3, 32]x2, [/2/2/1] size(A4)=64×64×8×32
3D-CBAM-3 [3 × 3 × 3, 32]x2, [/2/2/2] size(A5)=32×32×4×32
3D-CBAM-4 [3 × 3 × 3, 64]x2, [/2/2/1] size(A6)=16×16×4×64
3D-CBAM-5 [3 × 3 × 3, 64]x2, [/2/2/2] size(A7)=8×8×2×64
Flatten size(A8)=8192
Input-CXR size(B2)=256×256
CBAM-1 [3 × 3, 16]x3, [/2/2] size(B3)=128×128×16
CBAM-2 [3 × 3, 32]x2, [/2/2] size(B4)=64×64×32
CBAM-3 [3 × 3, 64]x2, [/2/2] size(B5)=32×32×64
CBAM-4 [3 × 3, 64]x2, [/2/2] size(B6)=16×16×64
CBAM-5 [3 × 3, 128]x2, [/2/2] size(B7)=8×8×128
Flatten size(B8)=8192
Concatenate size(F1)=16,384
FCL-1 500 × 16384, 500 × 1 size(F2)=500
FCL-2 2 × 500, 2 × 1 size(F3)=2
Softmax