A voxel-level approach to brain age prediction: A method to assess regional brain aging

arXiv:2310.11385v2 Announce Type: replace
Abstract: Brain aging is a regional phenomenon, a facet that remains relatively under-explored within the realm of brain age prediction research using machine learning methods. Voxel-level predictions can provide localized brain age estimates that can provide granular insights into the regional aging processes. This is essential to understand the differences in aging trajectories in healthy versus diseased subjects. In this work, a deep learning-based multitask model is proposed for voxel-level brain age prediction from T1-weighted magnetic …

age aging arxiv brain cs.cv prediction regional type voxel