Matthew J. Muckley
Matthew J. Muckley
Research Engineer, Facebook AI Research
Verified email at - Homepage
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fastMRI: An open dataset and benchmarks for accelerated MRI
J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ...
arXiv preprint arXiv:1811.08839, 2018
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
Fast parallel MR image reconstruction via B1-based, adaptive restart, iterative soft thresholding algorithms (BARISTA)
MJ Muckley, DC Noll, JA Fessler
IEEE Transactions on Medical Imaging 34 (2), 578-588, 2015
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition
Z Zhang, A Romero, MJ Muckley, P Vincent, L Yang, M Drozdzal
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
F Knoll, T Murrell, A Sriram, N Yakubova, J Zbontar, M Rabbat, A Defazio, ...
Magnetic Resonance in Medicine 84 (6), 3054-3070, 2020
Spectroscopic visualization of nanoscale deformation in bone: interaction of light with partially disordered nanostructure
Z Xu, X Sun, J Liu, Q Song, MJ Muckley, O Akkus, YL Kim
Journal of Biomedical Optics 15 (6), 060503, 2010
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study
MP Recht, J Zbontar, DK Sodickson, F Knoll, N Yakubova, A Sriram, ...
American Journal of Roentgenology 215 (6), 1421-1429, 2020
The morphological, material-level, and ash properties of turkey femurs from 3 different genetic strains during production
Z Zhong, MJ Muckley, S Agcaoglu, ME Grisham, H Zhao, M Orth, ...
Poultry Science 91 (11), 2736-2746, 2012
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction
MJ Muckley, B Riemenschneider, A Radmanesh, S Kim, G Jeong, J Ko, ...
IEEE Transactions on Medical Imaging, 2021
SparseCT: System concept and design of multislit collimators
B Chen, E Kobler, MJ Muckley, AD Sodickson, T O'Donnell, T Flohr, ...
Medical Physics 46 (6), 2589-2599, 2019
Variational Deep Learning for Low-Dose Computed Tomography
E Kobler, M Muckley, B Chen, F Knoll, K Hammernik, T Pock, D Sodickson, ...
Proceedings of the IEEE International Conference on Acoustics, Speech and …, 2018
Training a Neural Network for Gibbs and Noise Removal in Diffusion MRI
MJ Muckley, B Ades-Aron, A Papaioannou, G Lemberskiy, E Solomon, ...
Magnetic Resonance in Medicine 85 (1), 413-428, 2021
TorchKbNufft: A High‐Level, Hardware‐Agnostic Non‐Uniform Fast Fourier Transform
MJ Muckley, R Stern, T Murrell, F Knoll
ISMRM Workshop on Data Sampling & Image Reconstruction, 2020
Estrogen depletion and drug treatment alter the microstructure of type I collagen in bone
MA Cauble, MJ Muckley, M Fang, JA Fessler, K Welch, ED Rothman, ...
Bone Reports 5, 243-251, 2016
Model-based reconstruction for physiological noise correction in functional MRI
MJ Muckley, SJ Peltier, DC Noll, JA Fessler
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2013
Regularizer performance for SparseCT image reconstruction with practical subsampling
M Muckley, B Chen, T Vahle, F Knoll, A Sodickson, DK Sodickson, ...
Proceedings of the International Meeting on Fully 3D Reconstruction in …, 2017
Fast, iterative subsampled spiral reconstruction via circulant majorizers
MJ Muckley, DC Noll, JA Fessler
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2016
Accelerating SENSE-type MR image reconstruction algorithms with incremental gradients
MJ Muckley, DC Noll, JA Fessler
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2014
Pancreas deformation in the presence of tumors using feature tracking from free‐breathing XD‐GRASP MRI
T Chitiboi, M Muckley, B Dane, C Huang, L Feng, H Chandarana
Journal of Magnetic Resonance Imaging 50 (5), 1633-1640, 2019
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions
PM Johnson, MJ Muckley, M Bruno, E Kobler, K Hammernik, T Pock, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2019
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