ArticlePhysics in medicine and biology2022
Dedicated convolutional neural network for noise reduction in ultra-high-resolution photon-counting detector computed tomography.
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Article in Physics in medicine and biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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22citing papers in PubMed
2.7field-weighted citation impact, top 10% of its field
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Who cites it
22 citing papers in PubMed, 33 citations in OpenAlex.
- Clinical benefits and current challenges of photon-counting detector CT in vascular imaging.Radiology advances · 2026Review
- Pushing the limits of spatial resolution in clinical PCD-CT using a dedicated high-resolution convolutional neural network (HR-CNN).Medical physics · 2026Article
- Hallucination at low radiation dose: Evaluation of two deep-learning reconstruction methods in high-resolution chest CT.Proceedings of SPIE--the International Society for Optical Engineering · 2026Article
- Deep learning in CT image reconstruction and processing: techniques, performance evaluation, radiation dose, and future perspective.The British journal of radiology · 2025Review
- High-resolution computed tomography angiography of the orbit using a photon-counting computed tomography scanner.Interventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences · 2025Article
- Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques.AJNR. American journal of neuroradiology · 2025Article
- Denoising pediatric cardiac photon-counting CT data with sparse coding and data-adaptive, self-supervised deep learning.Medical physics · 2025Article
- Preserving noise texture through training data curation for deep learning denoising of high-resolution cardiac EID-CT.Medical physics · 2025Article
- Learned high resolution energy-integrating detector CT angiography: Harnessing the power of ultra-high-resolution photon counting detector CT.Medical physics · 2025Article
- Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging.AJNR. American journal of neuroradiology · 2025Article
- Task-specific deep learning-based denoising for UHR cardiac PCD-CT adaptive to imaging conditions and patient characteristics: Impact on image quality and clinical diagnosis and quantitative assessment.Proceedings of SPIE--the International Society for Optical Engineering · 2025Article
- Improved noise reduction in photon-counting detector CT using prior knowledge-aware iterative denoising neural network.Journal of medical imaging (Bellingham, Wash.) · 2024Article
- Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction.IEEE transactions on medical imaging · 2024Article
- High-Resolution Head CTA: A Prospective Patient Study Comparing Image Quality of Photon-Counting Detector CT and Energy-Integrating Detector CT.AJNR. American journal of neuroradiology · 2024Article
- Development and validation of a noise insertion algorithm for photon-counting-detector CT.Medical physics · 2024Article
- Standardizing technical parameters and terms for abdominopelvic photon-counting CT: laying the groundwork for innovation and evidence sharing.Abdominal radiology (New York) · 2024Review
- Photon-Counting CT in the Head and Neck: Current Applications and Future Prospects.AJNR. American journal of neuroradiology · 2024Review
- Staging of breast cancer in the breast and regional lymph nodes using contrast-enhanced photon-counting detector CT: accuracy and potential impact on patient management.The British journal of radiology · 2024Article
- Pie-Net: Prior-information-enabled deep learning noise reduction for coronary CT angiography acquired with a photon counting detector CT.Medical physics · 2023Article
- A Deep Learning Approach for Rapid and Generalizable Denoising of Photon-Counting Micro-CT Images.Tomography (Ann Arbor, Mich.) · 2023Article
Corrections and comments
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Authors and funding
11 authors at 1 institution in 1 country.
Nathan R HuberDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.ORCID 0000-0002-6285-789X
Andrea FerreroDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Kishore RajendranDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.ORCID 0000-0002-8314-3642
Francis BaffourDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Katrina N GlazebrookDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Felix E DiehnDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Akitoshi InoueDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Joel G FletcherDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Lifeng YuDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Shuai LengDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Cynthia H McColloughDepartment of Radiology, Mayo Clinic, Rochester, MN 55901, United States of America.
Mayo Clinic · US
Funding
Comprehensive characterization of coronary atherosclerotic disease using photon-counting-detector dual-source CT and its impact on patient managementR01EB028590 · NIBIB · MAYO CLINIC ROCHESTER · PI LENG, SHUAI, MCCOLLOUGH, CYNTHIA H · 2020 to 2023
$2.6MNIBIB NIH HHS R01 EB028590
Abstract
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Indexed as
PhotonsRadiographic Image EnhancementHumansNeural Networks, ComputerPhantoms, ImagingTomography, X-Ray Computedconvolutional neural networkdeep learningnoise reductionphoton-counting detector CT
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.