Table 4 Frequencies of feature importance within nine best performing models.

From: Predicting 2-year neurodevelopmental outcomes in preterm infants using multimodal structural brain magnetic resonance imaging with local connectivity

Set

Count

Region (Hemisphere)

BSID-III subset

Group

Local connectivity

4

STG (L)

Language

Preterm and V-LP

Motor

EP and V-LP

3

THA (L)

Motor

EP and V-LP

3

IFGoperc (L)

Motor

EP and V-LP

2

SOG (L)

Cognitive

Preterm and V-LP

2

LING (L)

Cognitive

Preterm and V-LP

2

PUT (L)

Cognitive

Preterm and V-LP

2

CUN (L)

Cognitive

Preterm and V-LP

2

SPG (L)

Cognitive

Preterm and V-LP

2

TPOmid (L)

Motor

EP and V-LP

2

TPOmid (R)

Motor

EP and V-LP

2

SFGdor (L)

Motor

EP and V-LP

2

PVMT (R)

Language

Preterm and V-LP

1

ORBsupmed (R)

Cognitive

Preterm

1

CAU (L)

Cognitive

Preterm

1

MTG (R)

Cognitive

Preterm

1

ORBsup (R)

Cognitive

V-LP

1

HIP (R)

Cognitive

V-LP

1

PCG (L)

Cognitive

V-LP

1

AMYG (R)

Cognitive

V-LP

1

INS (L)

Motor

EP

1

ORBinf (R)

Motor

V-LP

1

CAL (L)

Motor

V-LP

  1. For all brain region abbreviations, see table S2 in the supplementary materials. EP, extremely preterm; V-LP, very-to-late preterm; BSID-III, Bayley Scales of Infant and Toddler Development, Third Edition.