Table 5.
Summary of quantitative values of four GLCM based features obtained using post contrast enhanced breast MRI images for benign and malignant lesions as reported in the literature 65,66,76,85,94.
| Image Metrics | Benign lesion | Malignant lesion | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference | Acquisition | Pre-processing | gray levels | Dimension | ASM | Entropy | Contrast | Correlation | ASM | Entropy | Contrast | Correlation | 
| Sinha et al76 | Post contrast DCE-MRI | None | 16 | 2D | 0.02 | 1.96 | 34.3 | - | 0.01 | 2.27 | 535.8 | - | 
| Ahmed et al66 | Post contrast DCE-MRI | H.Eq | 16 | 2D | - | - | - | - | 0.01 | 7.13 | 8.5 | 0.8 | 
| Gibbs et al65,85 | Post contrast DCE-MRI | H,Eq | 32 | 2D | 0.004 | 5.85 | 25.5 | 0.84 | 0.004 | 5.94 | 23.2 | 0.86 | 
| Chen et al63 | Post contrast DCE-MRI | H.Eq | 32 | 2D | 0.01 | 5.41 | 52.1 | 0.6 | 0.01 | 5.44 | 75.8 | 0.6 | 
| Chen et al65 | Post contrast DCE-MRI | H.Eq | 32 | 3D | 0.01 | 5.12 | 67.5 | 0.5 | 0.01 | 5.26 | 69.2 | 0.55 | 
| Karahiliou et al94 | SER map | None | 64 | 2D | 0.025 | 1.71 | 12.8 | 0.37 | 0.01 | 2.12 | 23.8 | 0.51 | 
H.Eq =histogram equalization, SER= signal enhancement ratio and ASM = angular second moment.