[Retracted] Multidimensional CNN-Based Deep Segmentation Method for Tumor Identification

Table 1

2D-ResUNet and 3D-ResUNet network structures.

Network layer	2D-ResUNet		3D-ResUNet
	Feature map size	Network layer size	Feature map size	Network layer size
Input		—		—
Residual structure 1
Max pooling layer 1		max pooling		max pooling
Residual structure 2
Max pooling layer 2		max pooling		max pooling
Residual structure 3
Max pooling layer 3		max pooling		max pooling
Residual structure 4
Max pooling layer 4		max pooling		max pooling
Residual structure 5
Deconvolution 1		, -[residual structure 4]		, -[residual structure 4]
Deconvolution 2		, -[residual structure 3]		, -[residual structure 3]
Deconvolution 3		, -[residual structure 2]		, -[residual structure 2]
Deconvolution 4		, -[residual structure 1]		, -[residual structure 1]
Convolutional layer		, 2		, 2