Karthik Gopinath

Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging

Over recent years, deep learning based image registration has achieved impressive accuracy in many domains, including medical imaging and, specifically, human neuroimaging with magnetic resonance imaging (MRI). However, the uncertainty estimation associated with these methods has been largely limite…