Research Article
Efficient Synchronous Real-Time CADe for Multicategory Lesions in Gastroscopy by Using Multiclass Detection Model
Table 3
Detection performance of all lesion detection models.
| | Precision | Recall | mAP | | Model | MDM | SDMs | MDM | SDMs | MDM | SDMs |
| | All | 98% | 95.5% | 89% | 88.5% | 90.2% | 88.3% | | Cancer | 95.4% | 91.7% | 66.3% | 63.7% | 67.3% | 62.9% | | GIST | 99.9% | 98.5% | 96.9% | 97.9% | 98.7% | 98.6% | | Polyp | 99.3% | 97.5% | 98% | 98% | 99% | 98.3% | | Ulcer | 97.5% | 94.3% | 94.8% | 94.6% | 96% | 93.4% |
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