Integration of High-Volume Molecular and Imaging Data for Composite Biomarker Discovery in the Study of Melanoma

Table 1

Top features (genes) selected after 50 repetitions of the 10-fold cross-validation modeling for the best-filtered case in each of the tree datasets (o.m, m.i, and nr.i along with the frequencies of appearance).

Feature	Freq.	Feature	Freq.	Feature	Freq.
(o.m)	(o.m)	(m.i)	(m.i)	(nr.i)	(nr.i)
CDC37L1	47	NEIL1	4	CDC37L1	49
RRAS2	34	IFI16	3	RRAS2	2
SLC7A8	18	CTDSPL	2
HPCAL1	14	DLK2	2
IFT81	8	NADK	2
SSBP2	6	OR2A9P	2
GIPC2	5	PIK3C2G	2
CTDSPL	3