Table 4.

Top multiparametric radiomic features for classification of malignant from benign breast tumors

S. No	mpRad radiomic feature	Benign tumor	Malignant tumor	p value	AUC
1	TSPM entropy (all parameters)	7.06 ± 0.27	8.93 ± 0.17	< 0.00001	0.82 (0.74–0.88)
2	TSPM entropy (DCE)	7.06 ± 0.27	8.92 ± 0.17	< 0.00001	0.82 (0.74–0.88)
3	TSPM entropy (HiRes)	6.74 ± 0.19	8.28 ± 0.12	< 0.00001	0.82 (0.75–0.88)
4	TSPM entropy (DWI)	6.66 ± 0.22	8.20 ± 0.15	< 0.00001	0.78 (0.70–0.85)
5	TSCIN DWI maximum	0.44 ± 0.02	0.34 ± 0.01	< 0.00001	0.77 (0.69–0.83)
6	TSCIN DWI standard deviation	0.18 ± 0.01	0.12 ± 0.00	< 0.00001	0.79 (0.71–0.85)
7	TSCIN DWI range	0.34 ± 0.02	0.24 ± 0.01	< 0.00001	0.79 (0.71–0.85)
8	TSCIN DWI median absolute deviation	0.13 ± 0.01	0.09 ± 0.00	< 0.00001	0.78 (0.70–0.84)
9	TSCIN DCE kurtosis	2.63 ± 0.14	3.37 ± 0.08	0.00004	0.76 (0.68–0.83)
10	TSCIN DCE skewness	− 0.69 ± 0.07	− 1.06 ± 0.04	0.00001	0.75 (0.67–0.82)