24 citations · 30 across the 6 of their papers we have counts for
7 papers
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding
Veronica Corona, Yehuda Dar, Guy Williams +1
The Magnetic Resonance Imaging (MRI) processing chain starts with a critical acquisition stage that provides raw data for reconstruction of images for medical diagnosis. This flow…
Learning Optical Flow for Fast MRI Reconstruction
T. Schmoderer, A. I Aviles-Rivero, V. Corona +2
Reconstructing high-quality magnetic resonance images (MRI) from undersampled raw data is of great interest from both technical and clinical point of views. To this date, however,…
Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution
Veronica Corona, Angelica I. Aviles-Rivero, Noémie Debroux +2
Motion degradation is a central problem in Magnetic Resonance Imaging (MRI). This work addresses the problem of how to obtain higher quality, super-resolved motion-free, reconstruc…
Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data
Veronica Corona, Martin Benning, Lynn F. Gladden +3
Velocity-encoded MRI is an imaging technique used in different areas to assess flow motion. Some applications include medical imaging such as cardiovascular blood flow studies, and…
Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration
Veronica Corona, Angelica I. Aviles-Rivero, Noemie Debroux +4
This work addresses a central topic in Magnetic Resonance Imaging (MRI) which is the motion-correction problem in a joint reconstruction and registration framework. From a set of m…
A multi-contrast MRI approach to thalamus segmentation
Veronica Corona, Jan Lellmann, Peter Nestor +2
Thalamic alterations are relevant to many neurological disorders including Alzheimer's disease, Parkinson's disease and multiple sclerosis. Routine interventions to improve symptom…
Enhancing joint reconstruction and segmentation with non-convex Bregman iteration
Veronica Corona, Martin Benning, Matthias J. Ehrhardt +6
All imaging modalities such as computed tomography (CT), emission tomography and magnetic resonance imaging (MRI) require a reconstruction approach to produce an image. A common im…