Research Article
Double-Balanced Loss for Imbalanced Colorectal Lesion Classification
Table 1
Deep learning in the diagnosis of colorectal white-light endoscopy.
| | Study | Date | Model | Classes |
| | Komeda et al. [3] | 2016 | CNNs | Neoplastic, nonneoplastic | | Eduardo et al. [4] | 2017 | CNNs | Adenoma, nonadenoma | | Gao et al. [5] | 2020 | Mask R-CNN | Cancer, adenoma, polyp | | Taş and Yilmaz [7] | 2021 | Faster R-CNN | Polyp, nonpolyp | | Shin et al. [9] | 2018 | Faster R-CNN | Polyp, nonpolyp | | Shin et al. [10] | 2019 | Faster R-CNN | Polyp, nonpolyp | | Nogueira-Rodríguez et al. [11] | 2020 | YOLO | Polyp, nonpolyp |
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