Table 3.

AUCs for the 10 best performing combinations of descriptors for cognitive (top) and motor (bottom) outcome based on the images acquired at 40 weeks PMA.

40 weeks PMA (n = 153), Cognitive outcome < 85
AUC	GA	CB	mWM	BGT	vCSF	uWM	BS	cGM	eCSF	ISA	MC	GI	MT	BV
0.702	×			×	×	×	×	×	×	×	×	×	×	×
0.689	×	×			×	×		×	×	×	×	×	×	×
0.686	×	×			×	×	×	×	×	×	×	×	×	×
0.686	×	×	×	×	×	×	×		×		×	×	×
0.686				×	×	×	×	×	×	×	×	×	×	×
0.682	×	×		×	×	×	×	×		×	×	×	×	×
0.681	×			×	×	×		×	×	×	×	×	×	×
0.680	×	×		×	×	×	×		×	×	×	×	×	×
0.679	×		×	×	×	×	×	×	×	×	×	×
0.677	×	×		×	×		×	×	×	×	×	×	×	×
Count	9	6	2	8	10	9	8	8	9	9	10	10	9	8
40 weeks PMA (n = 153), Motor outcome < 85
AUC	GA	CB	mWM	BGT	vCSF	uWM	BS	cGM	eCSF	ISA	MC	GI	MT	BV
0.714		×	×		×	×	×		×	×	×	×	×
0.714	×	×	×	×		×	×	×		×		×	×	×
0.713		×	×		×	×	×		×		×	×	×	×
0.712		×	×		×	×	×	×		×		×	×	×
0.712		×	×		×	×	×		×	×	×	×	×	×
0.711	×	×	×				×	×	×	×		×	×	×
0.711		×	×		×	×	×		×	×	×		×	×
0.710		×	×		×		×	×		×	×	×	×	×
0.709	×		×			×	×	×	×	×	×	×	×	×
0.709	×	×	×	×		×	×	×		×		×		×
Count	4	9	10	2	6	8	10	6	6	9	6	9	9	9

GA: gestational age, CB: cerebellum volume, mWM: myelinated white matter volume, BGT: basal ganglia and thalami volume, vCSF: ventricular cerebrospinal fluid volume, uWM: unmyelinated white matter volume, BS: brain stem volume, cGM: cortical grey matter volume, eCSF: extracerebral cerebrospinal fluid volume, ISA: inner cortical surface area, MC: global mean curvature, GI: gyrification index, MT: median cortical thickness, BV: brain volume. The bottom row shows in how many of the combinations each descriptor is present.