Objective To improve accelerated MRI reconstruction through a densely connected
cascading deep learning reconstruction framework. Materials and methods A cascading …

Computed tomography (CT) is the most commonly performed imaging test for acute
pancreatitis. Nevertheless, magnetic resonance (MRI) imaging is useful in many specific …

This paper presents a compressive sensing-based high speed full-field laser scanning for
structural damage detection. Conventional full-field laser scanning techniques with a high …

Purpose To directly compare the capability of compressed sensing (CS) and parallel
imaging (PI) accelerated T2 FSE (Fast Spin Echo) sequence with PI for head and neck MR …

The recovery of sparse signals given their linear mapping on lower-dimensional spaces can
be partitioned into a support estimation phase and a coefficient estimation phase. We …

Purpose To enable fast and flexible high‐resolution four‐dimensional (4D) MRI of periodic
thoracic/abdominal motion for motion visualization or motion‐corrected imaging. Methods …

Purpose Image quality in accelerated MRI rests on careful selection of various
reconstruction parameters. A common yet tedious and error-prone practice is to hand-tune …

Introduction Low back pain is a global health issue causing disability and missed work days.
Commonly used MRI scans including T1-weighted and T2-weighted images provide …

This prospective study aimed to investigate the ability of spiral ultrashort echo time (UTE)
and compressed sensing volumetric interpolated breath-hold examination (CS-VIBE) …

Radial sampling is a fast magnetic resonance imaging technique. Further imaging
acceleration can be achieved with undersampling but how to reconstruct a clear image with …