. Author manuscript; available in PMC: 2010 Jul 29.

Published in final edited form as: IEEE Trans Med Imaging. 2010 Apr 1;29(6):1321–1330. doi: 10.1109/TMI.2010.2047023

TABLE II.

Performance of the Computed Features in Terms of Per-Patch Area Under the Receiver-Operating Characteristic Curve (Average ± Standard Deviation Across the Six Testing Sets)

thickness	mean	0.913±0.034
thickness	standard deviation	0.587±0.044
intensity	mean	0.938±0.024
	variance	0.908±0.024
	skewness	0.931±0.019
	kurtosis	0.880±0.037
	entropy	0.851±0.042
run length	short run emphasis	0.821±0.042
	long run emphasis	0.828±0.041
	gray level non-uniformity	0.906±0.038
	run length non-uniformity	0.918±0.032
	run percentage	0.831±0.033
co-occurrence matrix	angular second moment	0.887±0.040
	correlation	0.782±0.069
	contrast	0.901±0.024
	entropy	0.892±0.034
	inertia	0.935±0.024
	inverse difference moment	0.912±0.038
wavelet analysis	standard deviation (level 1)	0.898±0.041
	standard deviation (level 2)	0.867±0.044
	kurtosis (level 1)	0.836±0.032
	kurtosis (level 2)	0.724±0.036
	fractal dimension	0.729±0.058