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

TABLE 6. Comparison between different state-of-the-art algorithms using sequential mammograms for the classification of breast masses as benign or malignant.

Method Dataset Classifier AUC
Hadjiiski et al. [44] 140 pairs LDA 0.88
Timp et al. [14] 465 pairs SVM 0.77
Bozek et al. [45] 60 pairs LDA 0.9
Ma et al. [47] 95 pairs LDA 0.90
Kooi and Karssemeijer [17] 18366 cases CNN 0.88
Proposed Temporal Analysis 80 cases NN 0.92
Proposed Temporal Subtraction 80 cases NN 0.98