Deep-diffeomorphic networks for conditional brain templates
Luke Whitbread, Stephan Lau, Lyle John Palmer…·The Alzheimer's Disease Neuroimaging Initiative
This paper introduces a deep-learning method for creating age-dependent brain templates using diffeomorphic transformations, showing it produces high-fidelity spatial templates but struggles to capture all age-related morphological changes.