Research Article
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 |
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