Table 2 AUCs for the 10 best performing combinations of descriptors for cognitive (top) and motor (bottom) outcome based on the images acquired at 30 weeks PMA.

30 weeks PMA (n = 86), Cognitive outcome < 85
AUC	GA	CB	mWM	BGT	vCSF	uWM	BS	cGM	eCSF	ISA	MC	GI	MT	BV
0.775	×	×		×			×	×	×	×	×	×		×
0.774	×	×		×		×	×	×	×	×		×		×
0.774	×		×	×	×	×	×	×	×			×	×
0.773	×	×	×	×		×	×	×	×		×	×	×
0.773	×	×	×	×	×	×	×	×	×			×	×
0.773	×	×		×	×	×	×	×		×	×		×	×
0.773	×	×	×			×	×	×	×		×	×	×
0.772	×	×		×		×		×	×	×	×	×		×
0.772	×	×	×	×			×	×	×			×	×
0.771	×	×			×	×		×	×	×	×	×		×
Count	10	9	5	8	4	8	8	10	9	5	6	9	6	5
30 weeks PMA (n = 86), Motor outcome < 85
AUC	GA	CB	mWM	BGT	vCSF	uWM	BS	cGM	eCSF	ISA	MC	GI	MT	BV
0.797	×			×	×		×	×		×	×	×	×	×
0.797	×	×			×		×	×		×	×	×	×	×
0.797	×			×	×			×		×	×	×	×	×
0.796	×				×		×	×		×	×	×	×	×
0.795	×			×	×	×		×		×		×		×
0.795	×	×		×	×		×	×	×	×			×	×
0.773	×		×	×	×	×	×	×		×	×			×
0.772	×			×	×	×	×	×		×	×	×	×	×
0.772	×			×	×		×		×	×		×		×
0.771	×				×	×	×	×	×	×	×		×	×
Count	10	2	1	7	10	4	8	9	3	10	7	7	7	10

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.

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