Brain age prediction is an innovative approach for quantifying brain abnormality based on neuroimaging-driven features. We developed a region-specific brain age prediction model to estimate participants of interest brain age and calculate the difference between an individual's predicted brain age and chronological age, defined as brain age gap estimation (BrainAGE).