Improving Tomographic Reconstruction from Limited Data Using Mixed-Scale Dense Convolutional Neural Networks

• Insights into the structure and initial host attachment of the flagellotropic bacteriophage 7-7-1

  2025 Communications Biology article Environmental Science Bacteriophages and microbial interactions Open access

  4

  citations
• Learned denoising with simulated and experimental low-dose CT data

  2025 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

  0

  citations
• Multi-stage deep learning artifact reduction for parallel-beam computed tomography

  2025 Journal of Synchrotron Radiation article Engineering Advanced X-ray and CT Imaging Open access

  4

  citations
• Using cryogenic electron microscopy methods to gain insight into structure and initial host attachment of the flagellotropic bacteriophage 7-7-1

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Bacteriophages and microbial interactions Open access

  0

  citations
• High-resolution reconstruction of a Jumbo-bacteriophage infecting capsulated bacteria using hyperbranched tail fibers

  2022 Nature Communications article Environmental Science Bacteriophages and microbial interactions Open access

  45

  citations
• A tomographic workflow to enable deep learning for X-ray based foreign object detection

  2022 Expert Systems with Applications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  6

  citations
• Cycloidal CT with CNN-based sinogram completion and in-scan generation of training data

  2022 Scientific Reports article Medicine Medical Imaging Techniques and Applications Open access

  5

  citations
• Foam-like phantoms for comparing tomography algorithms

  2021 Journal of Synchrotron Radiation article Physics and Astronomy Advanced X-ray Imaging Techniques Open access

  18

  citations
• Exploring the potential of cycloidal computed tomography for advancing intraoperative specimen imaging

  2021 conference-paper Physics and Astronomy Advanced X-ray Imaging Techniques Open access

  3

  citations
• Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data

  2021 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

  51

  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
• 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
• A Computationally Efficient Reconstruction Algorithm for Circular Cone-Beam Computed Tomography Using Shallow Neural Networks

  2020 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  1

  citations
• Noise2Filter: fast, self-supervised learning and real-time reconstruction for 3D computed tomography

  2020 Data Archiving and Networked Services (DANS) article Physics and Astronomy Advanced X-ray Imaging Techniques Open access cited by 2 patents

  7

  citations
• Noise2Filter: fast, self-supervised learning and real-time reconstruction for 3D computed tomography

  2020 Machine Learning Science and Technology article Physics and Astronomy Advanced X-ray Imaging Techniques Open access cited by 2 patents

  1

  citations
• Real‐Time Reconstruction of Arbitrary Slices for Quantitative and In Situ 3D Characterization of Nanoparticles

  2020 Particle & Particle Systems Characterization article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

  15

  citations
• Noise2Inverse: Self-Supervised Deep Convolutional Denoising for Tomography

  2020 IEEE Transactions on Computational Imaging article Computer Science Image and Signal Denoising Methods Open access cited by 9 patents

  146

  citations

17 results