Table 3. The collected dataset that describe different features related to each patient.
| Layer | Patch size/Stride | Depth | Output size |
|---|---|---|---|
| Convolution | 3 × 3 × 64/1 | 2 | 224 × 224 × 64 |
| Max pool | 3 × 3/2 | 1 | 112 × 112 × 64 |
| Convolution | 3 × 3 × 128/1 | 2 | 112 × 112 × 128 |
| Max pool | 3 × 3/2 | 1 | 56 × 56 × 128 |
| Convolution | 3 × 3 × 256/1 1 × 1 × 256/1 |
3 1 |
56 × 56 × 256 |
| Max pool | 3 × 3/2 | 1 | 28 × 28 × 256 |
| Convolution | 3 × 3 × 512/1 1 × 1 × 512/1 |
3 1 |
28 × 28 × 512 |
| Max pool | 3 × 3/2 | 1 | 14 × 14 × 512 |
| Convolution | 3 × 3 × 512/1 1 × 1 × 512/1 |
3 1 |
14 × 14 × 512 |
| Max pool | 3 × 3/2 | 1 | 7 × 7 × 512 |
| Fully connected | – | 2 | 1 × 4096 |
| Softmax | – | 1 | 1 × 1000 |