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Table 3 Results of performing ablation study of our proposed method trained and tested on the BUSI [21] dataset

From: Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images

Fold

Accuracy (%)

DC (%)

IoU (%)

Precision (%)

Recall (%)

Baseline

93.860 ± 0.010

81.940 ± 0.004

69.700 ± 0.010

76.820 ± 0.020

87.900 ± 0.010

Baseline + CAF

94.040 ± 0.010

83.420 ± 0.007

72.560 ± 0.010

80.100 ± 0.010

88.100 ± 0.008