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. 2020 Jan 28;2020:7156165. doi: 10.1155/2020/7156165

Table 5.

Comparisons of selected studies in the detection of masses in the DBT images.

Method Classifier DBT dataset size Sen Acc AUC
Kim et al. [31] LDA 36 0.90
Shamsolmoali et al. [28] SVM 160 0.847
Sajjad et al. [29] DCNN 344 0.89 0.864
Glorot and Bengio et al. [30] DCNN 324 0.80 0.80
Palma et al. [17] SVM 101 0.90
Chan et al. [16] Neural network 752 0.80
Reiser et al. [14] LDA 100 0.80
Proposed U-net 87 0.869 0.871 0.859