Nafissa Yakubova

End-to-End Variational Networks for Accelerated MRI Reconstruction pdf

Aaron Defazio, C. Lawrence Zitnick, Anuroop Sriram, 2020, MICCAI.

COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction.

Joelle Pineau, Farah E. Shamout, Krzysztof J. Geras, 2021, ArXiv.

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.

Michael Rabbat, Daniel K Sodickson, Krzysztof J. Geras, 2020, Radiology. Artificial intelligence.

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Aaron Defazio, C. Lawrence Zitnick, Michael Rabbat, 2020, Magnetic resonance in medicine.

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI pdf

Pascal Vincent, James Pinkerton, Duo Wang, 2018, ArXiv.

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction pdf

Jean-Luc Starck, Philippe Ciuciu, Dosik Hwang, 2021, IEEE Transactions on Medical Imaging.

Using Deep Learning to Accelerate Knee MRI at 3T: Results of an Interchangeability Study.

Daniel K Sodickson, Aaron Defazio, Florian Knoll, 2020, AJR. American journal of roentgenology.