Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques

Ajay A. Madhavan; Zhongxing Zhou; Paul J. Farnsworth; Jamison Thorne; Timothy J. Amrhein; Peter G. Kranz; Waleed Brinjikji; Jeremy K. Cutsforth-Gregory; Michelle L. Kodet; Nikkole M. Weber; Grace Thompson; Felix E. Diehn; Lifeng Yu

doi:10.3174/ajnr.A8695

Research ArticleSPINE IMAGING AND SPINE IMAGE-GUIDED INTERVENTIONS

Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques

Ajay A. Madhavan, Zhongxing Zhou, Paul J. Farnsworth, Jamison Thorne, Timothy J. Amrhein, Peter G. Kranz, Waleed Brinjikji, Jeremy K. Cutsforth-Gregory, Michelle L. Kodet, Nikkole M. Weber, Grace Thompson, Felix E. Diehn and Lifeng Yu

American Journal of Neuroradiology June 2025, DOI: https://doi.org/10.3174/ajnr.A8695

Ajay A. Madhavan

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Ajay A. Madhavan

Zhongxing Zhou

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Paul J. Farnsworth

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Paul J. Farnsworth

Jamison Thorne

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Jamison Thorne

Timothy J. Amrhein

bDepartment of Radiology (T.J.A., P.G.K.), Duke Health, Durham, North Carolina

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Timothy J. Amrhein

Peter G. Kranz

bDepartment of Radiology (T.J.A., P.G.K.), Duke Health, Durham, North Carolina

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Peter G. Kranz

Waleed Brinjikji

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Waleed Brinjikji

Jeremy K. Cutsforth-Gregory

cDepartment of Neurology (J.K.C.-G.), Mayo Clinic, Rochester, Minnesota.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Jeremy K. Cutsforth-Gregory

Michelle L. Kodet

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Michelle L. Kodet

Nikkole M. Weber

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Nikkole M. Weber

Grace Thompson

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Felix E. Diehn

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Felix E. Diehn

Lifeng Yu

aFrom the Department of Radiology (A.A.M., ZZ., P.J.F., J.T., W.B., M.L.K., N.M.W., G.T., F.E.D., L.Y.), Mayo Clinic, Rochester, Minnesota

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Article
Figures & Data
Supplemental
Info & Metrics
Responses
References
PDF

This article requires a subscription to view the full text. If you have a subscription you may use the login form below to view the article. Access to this article can also be purchased.

Log in using your username and password

Username *

Password *

Forgot your user name or password?

Log in through your institution

You may be able to gain access using your login credentials for your institution. Contact your library if you do not have a username and password.

PreviousNext

Download PDF

Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques

Message Subject (Your Name) has sent you a message from American Journal of Neuroradiology

Message Body (Your Name) thought you would like to see the American Journal of Neuroradiology web site.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Cite this article

Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques

American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8695

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

0 Responses

Respond to this article

Bookmark this article

User Name *

Password *

Remember my user name & password.

Optimization of Photon Counting CT Myelography

American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8695

Share This Article:

Tweet Widget
Facebook Like
Google Plus One

Purchase

Jump to section

Article
Figures & Data
Supplemental
Info & Metrics
Responses
References
PDF

PubMed
Google Scholar

Cited By...

No citing articles found.

Crossref
Google Scholar

This article has not yet been cited by articles in journals that are participating in Crossref Cited-by Linking.

Main menu

User menu

Search

American Journal of Neuroradiology

Optimization of Photon-Counting CT Myelography for the Detection of CSF-Venous Fistulas Using Convolutional Neural Network Denoising: A Comparative Analysis of Reconstruction Techniques

Log in through your institution

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Similar Articles

Indexed Content

Cases

More from AJNR

Multimedia

Resources

About Us

American Society of Neuroradiology