Accelerated 3D high-resolution T2-weighted breast MRI with deep learning constrained compressed sensing, comparison with conventional T2-weighted sequence on 3.0 T

Sparse MRI: The application of compressed sensing for rapid MR imaging

Michael Lustig, David L. Donoho, John M. Pauly · Magnetic Resonance in Medicine · 2007 · 7K citations · Full text

Medicine, Biomedical Engineering, Radiology +17

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

Florian Knöll, Jure Žbontar, Anuroop Sriram et al. · Radiology Artificial Intelligence · 2020 · 401 citations

Medicine, Computer Science, Radiology +14

Estimation of the partial volume effect in MRI

Miguel Ángel González‐Ballester · Medical Image Analysis · 2002 · 209 citations

Medicine, Radiology, Biomedical Imaging +11

Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI

Kai Roman Laukamp, Frank Thiele, Georgy Shakirin et al. · European Radiology · 2018 · 205 citations · Full text

Medicine, Oncology, Radiology +17

Invasive Breast Cancer: Prognostic Value of Peritumoral Edema Identified at Preoperative MR Imaging

Hyejin Cheon, Hye Jung Kim, Tae Hun Kim et al. · Radiology · 2018 · 157 citations

Medicine, Radiology, Surgery +17