Revealing Brain Aging Trajectories Using Explainable Deep Learning on Longitudinal MRI Data

Abstract

Background: Characterizing typical brain aging trajectories is crucial for detecting accelerated or resilient aging patterns. Existing deep learning methods lack mechanistic understanding of aging patterns.