The goal of this project is to establish a framework for assessing structural connectivity in the newborn brain at any stage of development, starting with premature neonates, and to characterize structural networks in different clinical populations. Main challenges include: data quality assurance, automated parcellation of the cortical surface, and proper analysis of network properties using graph theoretic analysis.