research
∙
01/26/2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Affine image registration is a cornerstone of medical-image processing a...
share
research
∙
01/25/2023
Data Consistent Deep Rigid MRI Motion Correction
Motion artifacts are a pervasive problem in MRI, leading to misdiagnosis...
research
∙
03/30/2022
Learning the Effect of Registration Hyperparameters with HyperMorph
We introduce HyperMorph, a framework that facilitates efficient hyperpar...
research
∙
03/18/2022
SynthStrip: Skull-Stripping for Any Brain Image
The removal of non-brain signal from magnetic resonance imaging (MRI) da...
research
∙
01/04/2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration
We present HyperMorph, a learning-based strategy for deformable image re...
research
∙
04/21/2020
Learning Multi-Modal Image Registration without Real Data
We introduce a learning-based strategy for multi-modal registration of i...
research
∙
10/07/2019
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws
High order (HO) schemes are attractive candidates for the numerical solu...
research
∙
07/17/2018