Deep ADMM-Net for compressive sensing MRI

• On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction

  2024 Lecture notes in computer science conference-paper Medicine Advanced MRI Techniques and Applications

  3

  citations
• ADMM-DAD Net: A Deep Unfolding Network for Analysis Compressed Sensing

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Engineering Sparse and Compressive Sensing Techniques Open access

  16

  citations
• Compressive Sensing and Neural Networks from a Statistical Learning Perspective

  2022 Applied and numerical harmonic analysis book-chapter Engineering Sparse and Compressive Sensing Techniques Open access

  12

  citations
• Learning a preconditioner to accelerate compressed sensing reconstructions in MRI

  2021 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access

  7

  citations
• Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

  2021 Lecture notes in computer science conference-paper Medicine Advanced MRI Techniques and Applications Open access

  12

  citations
• An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction

  2020 IEEE Access article Medicine Advanced MRI Techniques and Applications Open access cited by 2 patents

  136

  citations

6 results