output
20152023
most citedAdvancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

267 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

3 papers · 1 filter

eess.IV2019★ 92 cited

Magnetization Transfer in Magnetic Resonance Fingerprinting

Tom Hilbert, Ding Xia, Kai Tobias Block +5

Purpose: To study the effects of magnetization transfer (MT, in which a semisolid spin pool interacts with the free pool), in the context of magnetic resonance fingerprinting (MRF)…

physics.med-ph2019★ 112 cited

A time-dependent diffusion MRI signature of axon caliber variations and beading

Hong-Hsi Lee, Antonios Papaioannou, Sung-Lyoung Kim +2

MRI provides a unique non-invasive window into the brain, yet is limited to millimeter resolution, orders of magnitude coarser than cell dimensions. Here we show that diffusion MRI…

eess.IV2019★ 50 cited

Training a Neural Network for Gibbs and Noise Removal in Diffusion MRI

Matthew J. Muckley, Benjamin Ades-Aron, Antonios Papaioannou +7

We develop and evaluate a neural network-based method for Gibbs artifact and noise removal. A convolutional neural network (CNN) was designed for artifact removal in diffusion-weig…