Machine Learning Classification of Mild Traumatic Brain Injury Using Whole-Brain Functional Activity: A Radiomics Analysis

Table 1

Demographic and clinical features of patients with acute mTBI and healthy controls.

	mTBI	Healthy controls	value	value
Age, years			-0.442	0.66
Sex (male, female)	24 (15, 9)	24 (13, 11)	0.343	0.558
Education, years			0.330	0.743
Postinjury, days		N/A	N/A	N/A
GCS		N/A	N/A	N/A
DRS		N/A	N/A	N/A
MAS		N/A	N/A	N/A
ABS		N/A	N/A	N/A
HAMA			5.077	<0.001
MMSE			-2.284	0.03
ADL			4.654	<0.001
BDI			3.808	0.001