In the new study, which used brain scans to better understand the link between sleep restriction and obesity, researchers from Roosevelt Hospital Center and Columbia University in New York performed functional magnetic resonance imaging (fMRI) on 25 men and women of normal weights while they looked at images of healthy and unhealthy foods.