Research Article
Application of Artificial Neural Network Models in Segmentation and Classification of Nodules in Breast Ultrasound Digital Images
Table 6
Performance of other studies.
| | Our study | Yap M. H. and Yap C. H. [12] | Liao et al. [13] | Chang et al. [10] | Alvarenga et al. [11] | | Segmentation using SOM | Segmentation using active contour |
| Accuracy | 0.924 | 0.924 | 0.833 | 0.866 | 0.910 | 0.888 | Sensitivity | 0.944 | 0.972 | 0.780 | 0.754 | 0.889 | 0.860 | Specificity | 0.903 | 0.857 | 0.871 | 0.951 | 0.925 | 0.942 | Area under ROC curve | 0.920 | 0.960 | 0.884 | — | 0.947 | 0.920 |
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