Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review

Table 1

The area under the ROC for some common classification techniques for mammograms.

Method	Area under ROC
Binary decision tree [210]	0.90
Linear classifier [210]	0.90
PCA–LS SVM [211]	0.94
ANN [212]	0.88
Multiple expert system [213]	0.79
Texture measure with ANN [214]	0.87
Multiresolution texture analysis [215]	0.86
Subregion Hotelling observers [216]	0.94
Logistic regression [217]	0.81
KNN [218]	0.82
NB [219]	0.56
DL [190]	0.96
Genetic algorithms with SVM [220]	0.97