Noninvasive Evaluation of the Pathologic Grade of Hepatocellular Carcinoma Using MCF-3DCNN: A Pilot Study

Table 2

Specification of the basic parameters of the MCF-3D CNN.

Layer	Input Size	Kernel Size	Kernel Number	Stride	Output Size
C1	32×32×5	3×3×3	6	1×1×1	30×30×3
M1	30×30×3	2×2×1	6	2×2×1	15×15×3
C2	15×15×3	4×4×3	8	1×1×1	12×12×1
M2	12×12×1	2×2×1	8	2	6×6×1
FC1	36	-	32	-	32
FC2	160	-	32	-	32
Softmax	32	-	3	-	3