Research Article
[Retracted] Detection and Classification of Colorectal Polyp Using Deep Learning
Table 1
Description of the dataset.
| Training dataset | Type of polyp | Polyps | White light images | Narrow band images | Total images |
| Ad | 3413 | 9310 | 2085 | 11395 | Hp | 1058 | 2002 | 519 | 2521 | SS | 22 | 116 | 23 | 139 | Cn | 68 | 1468 | 131 | 1599 | O | 91 | 657 | 107 | 764 | Normal | | 4013 | 0 | 4013 | Total | 4752 | 17566 | 2865 | 20431 | Validation set | Ad | ≤5 mm | 156 | 639 | 208 | 847 | | 6-9 mm | 52 | | | | | >10 mm | 10 | | | | Hp | ≤5 mm | 56 | 145 | 69 | 214 | | 6-9 mm | 7 | | | | | >10 mm | 0 | | | | SS | ≤5 mm | 0 | 33 | 8 | 41 | | 6-9 mm | 4 | | | | | >10 mm | 3 | | | | Cn () | 4 | 30 | 3 | 33 | O () | 17 | 27 | 10 | 37 | Normal | | 5874 | 31 | 5905 | Total | 309 | 6748 | 329 | 7077 |
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