Image reconstruction by domain-transform manifold learning

• Ultra-Low-Field Brain MRI for Point-of-Care Applications: A Technology Review

  2026 Stroke article Medicine Advanced MRI Techniques and Applications

  3

  citations
• Benchmarking learned algorithms for computed tomography image reconstruction tasks

  2025 Applied Mathematics for Modern Challenges article Medicine Medical Imaging Techniques and Applications Open access

  5

  citations
• Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software

  2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access

  12

  citations
• Brain imaging with portable low-field MRI

  2023 Nature Reviews Bioengineering review Medicine Advanced MRI Techniques and Applications Open access

  140

  citations
• Low‐field MRI: A report on the 2022 ISMRM workshop

  2023 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access

  51

  citations
• Tackling SNR at low-field: a review of hardware approaches for point-of-care systems

  2023 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access

  36

  citations
• Deep Learning Image Reconstruction for CT: Technical Principles and Clinical Prospects

  2023 Radiology article Medicine Medical Imaging Techniques and Applications Open access

  424

  citations
• Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction

  2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access

  13

  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
• Assessing the Utility of Low Resolution Brain Imaging: Treatment of Infant Hydrocephalus

  2021 medRxiv preprint Medicine Advanced MRI Techniques and Applications Open access

  1

  citations
• Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications

  2021 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  53

  citations
• Assessing the utility of low resolution brain imaging: treatment of infant hydrocephalus

  2021 NeuroImage Clinical article Medicine Advanced MRI Techniques and Applications Open access

  16

  citations
• Deep learning-based denoising for improved dose efficiency in EDX tomography of nanoparticles

  2021 Nanoscale article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

  28

  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
• What scans we will read: imaging instrumentation trends in clinical oncology

  2020 Cancer Imaging article Medicine Medical Imaging Techniques and Applications Open access

  64

  citations
• A half-century of innovation in technology—preparing MRI for the 21st century

  2020 British Journal of Radiology article Medicine Advanced MRI Techniques and Applications Open access

  34

  citations
• Emerging methods in radiology

  2020 Der Radiologe article Medicine Medical Imaging Techniques and Applications Open access cited by 2 patents

  11

  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

18 results