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Research ArticleSpine Imaging and Spine Image-Guided Interventions

Application of a Denoising High-Resolution Deep Convolutional Neural Network to Improve Conspicuity of CSF-Venous Fistulas on Photon-Counting CT Myelography

Ajay A. Madhavan, Jeremy K. Cutsforth-Gregory, Waleed Brinjikji, John C. Benson, Felix E. Diehn, Ian T. Mark, Jared T. Verdoorn, Zhongxing Zhou and Lifeng Yu
American Journal of Neuroradiology January 2024, 45 (1) 96-99; DOI: https://doi.org/10.3174/ajnr.A8097
Ajay A. Madhavan
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Jeremy K. Cutsforth-Gregory
bDepartment of Neurology (J.K.C.-G.), Mayo Clinic, Rochester, Minnesota.
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  • ORCID record for Jeremy K. Cutsforth-Gregory
Waleed Brinjikji
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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John C. Benson
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Felix E. Diehn
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Ian T. Mark
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Jared T. Verdoorn
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Zhongxing Zhou
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Lifeng Yu
aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
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Article Information

vol. 45 no. 1 96-99
DOI 
https://doi.org/10.3174/ajnr.A8097
PubMed 
38164538

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received September 21, 2023
  • Accepted after revision October 30, 2023
  • Published online December 29, 2023.

Copyright & Usage 
© 2024 by American Journal of Neuroradiology

Author Information

  1. Ajay A. Madhavana,
  2. Jeremy K. Cutsforth-Gregoryb,
  3. Waleed Brinjikjia,
  4. John C. Bensona,
  5. Felix E. Diehna,
  6. Ian T. Marka,
  7. Jared T. Verdoorna,
  8. Zhongxing Zhoua and
  9. Lifeng Yua
  1. aFrom the Department of Radiology (A.A.M., W.B., J.C.B., F.E.D., I.T.M., J.T.V., Z.Z., L.Y.), Mayo Clinic, Rochester, Minnesota
  2. bDepartment of Neurology (J.K.C.-G.), Mayo Clinic, Rochester, Minnesota.
  1. Please address correspondence to Ajay Madhavan, MD, Division of Neuroradiology, Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905; e-mail: madhavan.ajay{at}mayo.edu
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Myelographic Techniques for the Localization of CSF-Venous Fistulas: Updates in 2024
    Ajay A. Madhavan, Waleed Brinjikji, Jeremy K. Cutsforth-Gregory, Timothy J. Amrhein, Peter G. Kranz, John C. Benson, Felix E. Diehn, Ben A. Johnson-Tesch, Greta B. Liebo, Vance T. Lehman, Ian T. Mark, Pearse P. Morris, Michael P. Oien, Darya P. Shlapak, Jared T. Verdoorn
    American Journal of Neuroradiology 2024 45 10
  • High yield clinical applications for photon counting CT in neurovascular imaging
    Ajay A Madhavan, Girish Bathla, John C Benson, Felix E Diehn, Alex A Nagelschneider, Vance T Lehman
    British Journal of Radiology 2024 97 1157
  • Spinal CSF Leaks: The Neuroradiologist Transforming Care
    Mark D. Mamlouk, Andrew L. Callen, Ajay A. Madhavan, Niklas Lützen, Lalani Carlton Jones, Ian T. Mark, Waleed Brinjikji, John C. Benson, Jared T. Verdoorn, D.K. Kim, Timothy J. Amrhein, Linda Gray, William P. Dillon, Marcel M. Maya, Thien J. Huynh, Vinil N. Shah, Tomas Dobrocky, Eike I. Piechowiak, Joseph Levi Chazen, Michael D. Malinzak, Jessica L. Houk, Peter G. Kranz
    American Journal of Neuroradiology 2024 45 11
  • Photon-Counting CT Myelography for the Detection of Spinal CSF Leaks
    Ajay A. Madhavan, Peter G. Kranz, Waleed Brinjikji, Ian T. Mark, Timothy J. Amrhein
    American Journal of Neuroradiology 2025 46 4
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Cite this article
Ajay A. Madhavan, Jeremy K. Cutsforth-Gregory, Waleed Brinjikji, John C. Benson, Felix E. Diehn, Ian T. Mark, Jared T. Verdoorn, Zhongxing Zhou, Lifeng Yu
Application of a Denoising High-Resolution Deep Convolutional Neural Network to Improve Conspicuity of CSF-Venous Fistulas on Photon-Counting CT Myelography
American Journal of Neuroradiology Jan 2024, 45 (1) 96-99; DOI: 10.3174/ajnr.A8097

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DL for CSF-Venous Fistula Detection on CT
Ajay A. Madhavan, Jeremy K. Cutsforth-Gregory, Waleed Brinjikji, John C. Benson, Felix E. Diehn, Ian T. Mark, Jared T. Verdoorn, Zhongxing Zhou, Lifeng Yu
American Journal of Neuroradiology Jan 2024, 45 (1) 96-99; DOI: 10.3174/ajnr.A8097
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Myelographic Techniques for the Localization of CSF-Venous Fistulas: Updates in 2024
    Ajay A. Madhavan, Waleed Brinjikji, Jeremy K. Cutsforth-Gregory, Timothy J. Amrhein, Peter G. Kranz, John C. Benson, Felix E. Diehn, Ben A. Johnson-Tesch, Greta B. Liebo, Vance T. Lehman, Ian T. Mark, Pearse P. Morris, Michael P. Oien, Darya P. Shlapak, Jared T. Verdoorn
    American Journal of Neuroradiology 2024 45 10
  • High yield clinical applications for photon counting CT in neurovascular imaging
    Ajay A Madhavan, Girish Bathla, John C Benson, Felix E Diehn, Alex A Nagelschneider, Vance T Lehman
    British Journal of Radiology 2024 97 1157
  • Spinal CSF Leaks: The Neuroradiologist Transforming Care
    Mark D. Mamlouk, Andrew L. Callen, Ajay A. Madhavan, Niklas Lützen, Lalani Carlton Jones, Ian T. Mark, Waleed Brinjikji, John C. Benson, Jared T. Verdoorn, D.K. Kim, Timothy J. Amrhein, Linda Gray, William P. Dillon, Marcel M. Maya, Thien J. Huynh, Vinil N. Shah, Tomas Dobrocky, Eike I. Piechowiak, Joseph Levi Chazen, Michael D. Malinzak, Jessica L. Houk, Peter G. Kranz
    American Journal of Neuroradiology 2024 45 11
  • Photon-Counting CT Myelography for the Detection of Spinal CSF Leaks
    Ajay A. Madhavan, Peter G. Kranz, Waleed Brinjikji, Ian T. Mark, Timothy J. Amrhein
    American Journal of Neuroradiology 2025 46 4

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