Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images

Table 1

Parameter of the CNN.

Layer	Type	Input	Kernel	Output
1	Convolution	28 × 28 × 1	5 × 5	24 × 24 × 32
2	Max pooling	24 × 24 × 32	2 × 2	12 × 12 × 64
3	Convolution	12 × 12 × 64	5 × 5	8 × 8 × 64
4	Max pooling	8 × 8 × 64	2 × 2	4 × 4 × 64
5	Fully connected	4 × 4 × 64	4 × 4	512 × 1
6	Fully connected	512 × 1	1 × 1	2 × 1
7	Softmax	2 × 1	N/A	Result