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. 2025 Jan 2;15:593. doi: 10.1038/s41598-024-84301-7

Table 1.

Results of the ablation study for WAE classification and segmentation model.

Method ROI cropping Fine-tuning Custom loss function Accuracy (%)
Proposed WAE classification model 99.37
Without fine-tuning  ×  96.84
No ROI cropping  ×  93.10
mIoU
Proposed WAE segmentation model 91.86
No custom loss function  ×  91.63