Novel Radiomics Features for Automated Detection of Cardiac Abnormality in Patients with Pacemaker

Table 1

The best 10 radiomics features of R-wave ultrasound images obtained by Relief-F method with their scores.

Group	Rank	Features	Relief-F score
Gabor	1	Gab8V	0.273
	2	Gab8H	0.196
Gradient	3	Variance	0.127
Gabor	4	Gab6V	0.124
Local binary patterns	5	Oc4n10	0.095
	6	Oc4n4	0.094
	7	Cs12n47	0.092
Gabor	8	Gab6Z	0.091
	9	Gab6N	0.087
Cooccurrence matrix	10	DifVarnc	0.084