Table 1.

Network structure parameters of the diagnostic model

Serial no.LayerParameters (convolution kernel, stride) × no.
1Input–
2Conv_2D_1(3*3, 1*1) × 8
3MaxPooling_1(2*2, 2*2)
4SE Block_1–
5ResBlock_1_1(1*1, 1*1) × 8
6ResBlock_1_2(3*3, 1*1) × 16
7ResBlock_1_3(1*1, 1*1) × 16
8Conv 2D_2(3*3, 1*1) × 16
9Maxpooling_2(2*2, 2*2)
10SE Block_2–
11ResBlock_2_1(1*1, 1*1) × 16
12ResBlock_2_2(3*3, 1*1) × 32
13ResBlock_2_3(1*1, 1*1) × 32
14Conv 2D_3(3*3, 1*1) × 32
15SE Block_3–
16FC+Dropout100, 0.1
17Output–
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