Research Article
Deep Convolutional Neural Network for Ulcer Recognition in Wireless Capsule Endoscopy: Experimental Feasibility and Optimization
Table 8
Recognition of ulcer with different sizes.
| Model | Ulcer size | <1% | 1–2.5% | 2.5–5% | >5% |
| ResNet-34(480) | 81.44 ± 3.07 | 91.86 ± 1.40 | 94.16 ± 1.26 | 96.51 ± 1.43 | HAnet-34(480) | 82.37 ± 3.60 | 92.78 ± 1.33 | 95.40 ± 0.74 | 97.11 ± 1.11 |
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