Automatic segmentation of neonatal images using convex optimization and coupled level sets

► A novel coupled-level-sets method is proposed for neonatal image segmentation. ► Local information, atlas prior, and cortical thickness constraint are integrated. ► Convex optimization provides a reliable initialization for the coupled-level-sets.