Matthew J. Muckley
Publications by Year
Research Areas
Medical Imaging Techniques and Applications, Advanced MRI Techniques and Applications, Advanced X-ray and CT Imaging, Radiomics and Machine Learning in Medical Imaging, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → fastMRI: An Open Dataset and Benchmarks for Accelerated MRI(2018)572 cited
- → fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning(2020)384 cited
- → Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction(2021)287 cited
- → Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge(2020)253 cited
- → Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study(2020)160 cited
- → Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI(2023)110 cited
- → Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition(2019)97 cited
- → COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction(2021)31 cited
- → Fast Parallel MR Image Reconstruction via B1-Based, Adaptive Restart, Iterative Soft Thresholding Algorithms (BARISTA)(2014)31 cited