Matthew J. Muckley
Matthew J. Muckley
Research Engineer, FAIR at Meta
Verified email at - Homepage
Cited by
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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
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
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
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
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
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
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
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
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
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
Deep learning reconstruction enables prospectively accelerated clinical knee MRI
PM Johnson, DJ Lin, J Zbontar, CL Zitnick, A Sriram, M Muckley, JS Babb, ...
Radiology 307 (2), e220425, 2023
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
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
Image Compression with Product Quantized Masked Image Modeling
A El-Nouby, MJ Muckley, K Ullrich, I Laptev, J Verbeek, H Jégou
Transactions on Machine Learning Research, 2023
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction
T Bakker, M Muckley, A Romero-Soriano, M Drozdzal, L Pineda
International Conference on Medical Imaging with Deep Learning, 63-85, 2022
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
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, ...
Machine Learning for Medical Image Reconstruction: 4th International …, 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
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