Table 4.

ROC analysis findings for each morphological and dynamic parameter in terms of sensitivity, specificity, misclassification error, and accuracy.

Features	Sensitivity [%]	Specificity [%]	Misclassification Error [%]	Accuracy [%]	AUC
MSD	73,910	64,100	32,260	67,740	0.668
TTP	38,890	34,620	62,900	37,100	0.516
AUC	80,770	72,220	24,190	75,810	0.769
WII	40,000	43,240	58,060	41,940	0.501
WOI	44,830	45,450	54,840	45,160	0.437
WIS	78,260	66,670	29,030	70,970	0.717
WOS	70,970	70,970	29,030	70,970	0.657
AUCWI	28,570	39,020	64,520	35,480	0.459
AUCWO	81,820	67,500	27,420	72,580	0.766
Circularity	60,980	71,430	35,480	64,520	0.762
Compactness	83,330	81,250	17,740	82,260	0.824
Convexity	42,420	41,380	58,060	41,940	0.469
Curvature	68,570	74,070	29,030	70,970	0.770
Elongation	57,890	62,500	40,320	59,680	0.680
Diameter	69,230	63,890	33,870	66,130	0.738
Eccentricity	52,630	54,170	46,770	53,230	0.453
Irregularity	54,550	55,170	45,160	54,840	0.448
Radial Length	76,000	67,570	29,030	70,970	0.811
Entropy	62,500	72,730	33,870	66,130	0.699
Rectangularity	56,670	56,250	43,550	56,450	0.564
Roughness	85,710	68,290	25,810	74,190	0.834
Smoothness	90,480	70,730	22,580	77,420	0.810
Sphericity/roundness	62,790	78,950	32,260	67,740	0.710
Spiculation	81,820	67,500	27,420	72,580	0.742
Surface	68,180	60,000	37,100	62,900	0.713
Volume	92,860	62,500	30,650	69,350	0.738