Medical Image Classification Based on Information Interaction Perception Mechanism

Table 1

The structure of IIP-Net.

Conv7-64, stride:2
3 × 3Maxpool, stride:2
Conv1-64	×2	Conv1-64	×2	Conv1-64	×2
Conv3-64		Conv3-64		Conv3-64
Conv1-256		Conv1-256		Conv1-256
CIIP-256
Conv1-128	×3	Conv1-128	×3	Conv1-128	×7
Conv3-128		Conv3-128		Conv3-128
Conv1-512		Conv1-512		Conv1-512
CIIP-512
Conv1-256	×5	Conv1-256	×22	Conv1-256	×35
Conv3-256		Conv3-256		Conv3-256
Conv1-1024		Conv1-1024		Conv1-1024
CIIP-1024
Conv1-512	×3	Conv1-512	×3	Conv1-512	×3
Conv3-512		Conv3-512		Conv3-512
Conv1-2048		Conv1-2048		Conv1-2048
GAP-FC
Softmax