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. 2015 Feb 27;28(5):604–612. doi: 10.1007/s10278-015-9777-5

Table 1.

Features initially analysed for breast density segmentation. The different window sizes used when computing each textural feature are indicated

Type Feature Window size (in mm)
Intensity Original
Corrected
Morphologic Position x, y
Distance to skin
Distance to nipple
Angle to nipple
Texture Histogram moments 1, 2, 3 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88
Histogram entropy 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88
Laplacian moments 1, 2, 3 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88
Laplacian homogeneity and entropy 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88
Co-occurrence matrices 1.96, 4.20, 9.80, 11.48, 19.88
Fractal dimension 1.96, 4.20, 9.80, 11.48, 19.88
Quaternion wavelets 1.96, 4.20, 9.80, 11.48, 19.88
Local binary patterns 4.20, 11.48