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Research ArticleARTIFICIAL INTELLIGENCE

Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging

Shaojie Chang, John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Emily K. Koons, Matthew L. Carlson, Cynthia H. McCollough and Shuai Leng
American Journal of Neuroradiology May 2025, DOI: https://doi.org/10.3174/ajnr.A8572
Shaojie Chang
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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John C. Benson
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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  • ORCID record for John C. Benson
John I. Lane
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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Michael R. Bruesewitz
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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  • ORCID record for Michael R. Bruesewitz
Joseph R. Swicklik
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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Jamison E. Thorne
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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  • ORCID record for Jamison E. Thorne
Emily K. Koons
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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Matthew L. Carlson
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
bDepartment of Otolaryngology–Head and Neck Surgery (M.L.C.), Mayo Clinic, Rochester, Minnesota
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Cynthia H. McCollough
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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Shuai Leng
aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
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Article Information

DOI 
https://doi.org/10.3174/ajnr.A8572
PubMed 
39528299

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received August 5, 2024
  • Accepted after revision November 7, 2024
  • Published online May 8, 2025.

Copyright & Usage 
© 2025 by American Journal of Neuroradiology

Author Information

  1. Shaojie Changa,
  2. John C. Bensona,
  3. John I. Lanea,
  4. Michael R. Bruesewitza,
  5. Joseph R. Swicklika,
  6. Jamison E. Thornea,
  7. Emily K. Koonsa,
  8. Matthew L. Carlsona,b,
  9. Cynthia H. McCollougha and
  10. Shuai Lenga
  1. aFrom the Department of Radiology (S.C., J.C.B., J.I.L., M.R.B., J.R.S., J.E.T., E.K.K., M.L.C., C.H.M., S.L.), Mayo Clinic, Rochester, Minnesota
  2. bDepartment of Otolaryngology–Head and Neck Surgery (M.L.C.), Mayo Clinic, Rochester, Minnesota
  1. Please address correspondence to Shuai Leng, PhD, 200 1st St SW, Mayo Clinic, Rochester, MN, 55905; e-mail: Leng.Shuai{at}mayo.edu.
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Funding

  • National Institute of Biomedical Imaging and Bioengineering

    R01 EB028590

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  • Ultra-high-resolution CT of the temporal bone: Technical aspects, current applications and future directions
    Fatma Boubaker, Michael Eliezer, Guillaume Poillon, Helene Wurtz, Ulysse Puel, Alain Blum, Pierre Gillet, Pedro Augusto Gondim Teixeira, Cécile Parietti-Winkler, Romain Gillet
    Diagnostic and Interventional Imaging 2025
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Cite this article
Shaojie Chang, John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Emily K. Koons, Matthew L. Carlson, Cynthia H. McCollough, Shuai Leng
Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging
American Journal of Neuroradiology May 2025, DOI: 10.3174/ajnr.A8572

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AI-Enhanced Photon-Counting CT of Temporal Bone
Shaojie Chang, John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Emily K. Koons, Matthew L. Carlson, Cynthia H. McCollough, Shuai Leng
American Journal of Neuroradiology May 2025, DOI: 10.3174/ajnr.A8572
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Ultra-high-resolution CT of the temporal bone: Technical aspects, current applications and future directions
    Fatma Boubaker, Michael Eliezer, Guillaume Poillon, Helene Wurtz, Ulysse Puel, Alain Blum, Pierre Gillet, Pedro Augusto Gondim Teixeira, Cécile Parietti-Winkler, Romain Gillet
    Diagnostic and Interventional Imaging 2025

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