DC-SiamNet: Deep contrastive Siamese network for self-supervised MRI reconstruction

An Introduction To Compressive Sampling

Emmanuel J. Candès, Michael B. Wakin · IEEE Signal Processing Magazine · 2008 · 10K citations

Engineering, Electrical Engineering, Mathematics +17

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

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché et al. · arXiv (Cornell University) · 2020 · 3.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Jo Schlemper, José Caballero, Joseph V. Hajnal et al. · IEEE Transactions on Medical Imaging · 2017 · 1.4K citations · Full text

Medicine, Biomedical Engineering, Radiology +17

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

Guang Yang, Simiao Yu, Hao Dong et al. · IEEE Transactions on Medical Imaging · 2017 · 1.1K citations · Full text

Medicine, Biomedical Engineering, Radiology +17