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Matthew J. Muckley
Matthew J. Muckley
Research Engineer, Meta AI
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Title
Cited by
Cited by
Year
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
4512018
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
1442020
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 40 (9), 2306-2317, 2021
107*2021
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
1052020
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/CVF Conference on Computer Vision and Pattern …, 2019
722019
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
622020
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction
A Sriram, M Muckley, K Sinha, F Shamout, J Pineau, KJ Geras, L Azour, ...
arXiv preprint arXiv:2101.04909, 2021
422021
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
362015
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
282021
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
262020
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
222010
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
112012
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
102018
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
92019
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
92016
Image reconstruction for interrupted-beam x-ray CT on diagnostic clinical scanners
MJ Muckley, B Chen, T Vahle, T O’Donnell, F Knoll, AD Sodickson, ...
Physics in Medicine & Biology 64 (15), 155007, 2019
82019
Low-rank plus sparse tensor reconstruction for high-dimensional cardiac MRI
R Ramb, M Zenge, L Feng, M Muckley, C Forman, L Axel, D Sodickson, ...
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2017
82017
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge
PM Johnson, G Jeong, K Hammernik, J Schlemper, C Qin, J Duan, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2021
62021
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
62019
Realistic Undersampling Model for Compressed Sensing Using a Multi-Slit Collimator
B Chen, M Muckley, T O’Donnell, A Sodickson, T Flohr, K Stierstorfer, ...
Proceedings of the International Meeting on Fully Three-Dimensional Image …, 2017
62017
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