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. 2022 Nov 4;10:1801111. doi: 10.1109/JTEHM.2022.3219891

TABLE 7. Comparison between different state-of-the-art algorithms for the classification of breast masses as benign or malignant.

Method Dataset Classifier Accuracy
Rouhi et al. [46] 2781 images MLP 96.5%
Al-masni et al. [48] 600 pairs FC-NN 97%
Al-antari et al. [49] 410 pairs CNN 95.6%
Arora et al. [11] 1318 ROIs Deep NN 88%
Aly et al. [50] 107 cases YOLO 89.5%
Gnanasekaran et al. [51] 1416 images CNN 96.5%
Proposed Temporal Subtraction 80 cases NN 97.97%