Computational and Mathematical Methods in Medicine

Research Article

Pulmonary Nodule Detection Based on Multiscale Feature Fusion

Table 3

Network structure of the three-dimensional candidate nodule filtering model.
LayerPath1Path2Path3
KernelOutputKernelOutputKernelOutput
Input—163, 1—323, 1—643, 1
C133, 1163, 3233, 1323, 3233, 1643, 32
M113, 1163, 3223, 2163, 3223, 2323, 32
C233, 1163, 6433, 1163, 6433, 1323, 64
M213, 1163, 6413, 1163, 6423, 2163, 64
MergeOutput: 163, 64
C3Kernel: 33, 1; output: 163, 128
M3Kernel: 23, 2; output: 83, 128
C4Kernel: 33, 1; output: 83, 256
M4Kernel: 23, 2; output: 43, 256
FC11024
FC22
Soft2