1 College of Communication Engineering, Jilin University, Changchun, Jilin, China 2 Department of Neonatology, The First Hospital of Jilin University, Changchun, Jilin, China Introduction: Approximately 15 million premature infants are born each year, many of whom face risks of neurological impairments. Accurate assessment of brain maturity is crucial for timely intervention and treatment planning. Electroencephalography (EEG) is a noninvasive method commonly used for this purpose. However, using all

Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, United States Introduction: The Integration of functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) has allowed for a novel exploration of the brain’s spatial – temporal resolution. While functional brain networks show variations in both spatial and temporal dimensions, most studies focus on