research
∙
03/08/2022
Tuning-free multi-coil compressed sensing MRI with Parallel Variable Density Approximate Message Passing (P-VDAMP)
Purpose: To develop a tuning-free method for multi-coil compressed sensi...
share
research
∙
08/13/2020
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digita
Purpose: To leverage volumetric quantification of airspace disease (AD) ...
research
∙
03/03/2020
Approximate Message Passing with a Colored Aliasing Model for Variable Density Fourier Sampled Images
The Approximate Message Passing (AMP) algorithm efficiently reconstructs...
research
∙
11/04/2019
An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI
For certain sensing matrices, the Approximate Message Passing (AMP) algo...
research
∙
12/18/2018
Learning a Probabilistic Model for Diffeomorphic Registration
We propose to learn a low-dimensional probabilistic deformation model fr...
research
∙
04/19/2018