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. 2023 Jul 17;23:124. doi: 10.1186/s12911-023-02235-y

Table 2.

The Dataset type and performance of ML algorithms

Modality Algorithm Dataset Accuracy
CT U-Net 100 -
CT V-Net 414 65%
CT VGG16 457 84.20%
WLI SSD 100 -
WLI VGG16 805 93.43%
WLI FRCNN 1051 96.29%
WLI CNN 1272 85.83%
WLI ResNet-Unet 1704 89%
WLI YOLO v5 4447 92.90%
WLI Neuro-T 5162 95.60%
WLI SSD 1780 96.10%
NBI SegNet 6473 96.50%
WLI & NBI SSD 8428 98%
WLI & NBI SSD 155 84%
WLI & NBI SSD 498 90.90%
WLI & NBI U-Net 165 84.72%