Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home

User menu

  • Alerts
  • Log in

Search

  • Advanced search
American Journal of Neuroradiology
American Journal of Neuroradiology

American Journal of Neuroradiology

ASHNR American Society of Functional Neuroradiology ASHNR American Society of Pediatric Neuroradiology ASSR
  • Alerts
  • Log in

Advanced Search

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Follow AJNR on Twitter
  • Visit AJNR on Facebook
  • Follow AJNR on Instagram
  • Join AJNR on LinkedIn
  • RSS Feeds

AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleArtificial Intelligence

Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time

Angela Ayobi, Adam Davis, Peter D. Chang, Daniel S. Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare and Yasmina Chaibi
American Journal of Neuroradiology March 2025, 46 (3) 544-551; DOI: https://doi.org/10.3174/ajnr.A8491
Angela Ayobi
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Angela Ayobi
Adam Davis
bAmalgamated Vision (A.D.), Brentwood, Tennessee
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter D. Chang
cDepartment of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, California
dCenter for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Irvine, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Peter D. Chang
Daniel S. Chow
cDepartment of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, California
dCenter for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Irvine, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Daniel S. Chow
Kambiz Nael
eDavid Geffen School of Medicine at UCLA (K.N.), Los Angeles, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kambiz Nael
Maxime Tassy
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sarah Quenet
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sylvain Fogola
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter Shabe
fAdvance Research Associates (P.S.), Santa Clara, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Fussell
cDepartment of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for David Fussell
Christophe Avare
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yasmina Chaibi
aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Yasmina Chaibi
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Information

vol. 46 no. 3 544-551
DOI 
https://doi.org/10.3174/ajnr.A8491
PubMed 
39255988

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received May 30, 2024
  • Accepted after revision September 4, 2024
  • Published online March 4, 2025.

Article Versions

  • Latest version (September 10, 2024 - 06:53).
  • Latest version (February 27, 2025 - 09:13).
  • You are viewing the most recent version of this article.
Copyright & Usage 
© 2025 by American Journal of Neuroradiology

Author Information

  1. Angela Ayobia,
  2. Adam Davisb,
  3. Peter D. Changc,d,
  4. Daniel S. Chowc,d,
  5. Kambiz Naele,
  6. Maxime Tassya,
  7. Sarah Queneta,
  8. Sylvain Fogolaa,
  9. Peter Shabef,
  10. David Fussellc,
  11. Christophe Avarea and
  12. Yasmina Chaibia
  1. aFrom Avicenna.AI (A.A., M.T., S.Q., S.F., C.A., Y.C.), La Ciotat, France
  2. bAmalgamated Vision (A.D.), Brentwood, Tennessee
  3. cDepartment of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, California
  4. dCenter for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Irvine, California
  5. eDavid Geffen School of Medicine at UCLA (K.N.), Los Angeles, California
  6. fAdvance Research Associates (P.S.), Santa Clara, California
  1. Please address correspondence to Angela Ayobi, Avicenna.AI, 375 Ave du Mistral, 13600, La Ciotat, France; e-mail: angela.ayobi{at}avicenna.ai
View Full Text

Altmetrics

Cited By...

  • 1 Citations
  • 2 Citations
  • Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Automated Detection of Severe Cerebral Edema Using Explainable Deep Transfer Learning after Hypoxic Ischemic Brain Injury
    Zihao Wang, Annelise M Kulpanowski, William A. Copen, Eric S. Rosenthal, Jacob A. Dodelson, David E. McCrory, Brian L. Edlow, W.Taylor Kimberly, Edilberto Amorim, MBrandon Westover, MingMing Ning, Morteza Zabihi, Pamela W. Schaefer, Rajeev Malhotra, Joseph T. Giacino, David M. Greer, Ona Wu
    Resuscitation 2025
  • Enhancing Radiologist Efficiency with AI: A Multi-Reader Multi-Case Study on Aortic Dissection Detection and Prioritization
    Martina Cotena, Angela Ayobi, Colin Zuchowski, Jacqueline C. Junn, Brent D. Weinberg, Peter D. Chang, Daniel S. Chow, Jennifer E. Soun, Mar Roca-Sogorb, Yasmina Chaibi, Sarah Quenet
    Diagnostics 2024 14 23
PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 46 (3)
American Journal of Neuroradiology
Vol. 46, Issue 3
1 Mar 2025
  • Table of Contents
  • Index by author
  • Complete Issue (PDF)
Advertisement
Print
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.

Enter multiple addresses on separate lines or separate them with commas.
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
(Your Name) has sent you a message from American Journal of Neuroradiology
(Your Name) thought you would like to see the American Journal of Neuroradiology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Cite this article
Angela Ayobi, Adam Davis, Peter D. Chang, Daniel S. Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare, Yasmina Chaibi
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
American Journal of Neuroradiology Mar 2025, 46 (3) 544-551; DOI: 10.3174/ajnr.A8491

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
Share
Bookmark this article
DL ASPECTS & Reader Accuracy/Interpretation Time
Angela Ayobi, Adam Davis, Peter D. Chang, Daniel S. Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare, Yasmina Chaibi
American Journal of Neuroradiology Mar 2025, 46 (3) 544-551; DOI: 10.3174/ajnr.A8491
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
    • Graphical Abstract
    • Abstract
    • ABBREVIATIONS:
    • MATERIALS AND METHODS
    • RESULTS
    • DISCUSSION
    • CONCLUSIONS
    • Acknowledgments
    • Footnotes
    • References
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (2)
  • Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Automated Detection of Severe Cerebral Edema Using Explainable Deep Transfer Learning after Hypoxic Ischemic Brain Injury
    Zihao Wang, Annelise M Kulpanowski, William A. Copen, Eric S. Rosenthal, Jacob A. Dodelson, David E. McCrory, Brian L. Edlow, W.Taylor Kimberly, Edilberto Amorim, MBrandon Westover, MingMing Ning, Morteza Zabihi, Pamela W. Schaefer, Rajeev Malhotra, Joseph T. Giacino, David M. Greer, Ona Wu
    Resuscitation 2025
  • Enhancing Radiologist Efficiency with AI: A Multi-Reader Multi-Case Study on Aortic Dissection Detection and Prioritization
    Martina Cotena, Angela Ayobi, Colin Zuchowski, Jacqueline C. Junn, Brent D. Weinberg, Peter D. Chang, Daniel S. Chow, Jennifer E. Soun, Mar Roca-Sogorb, Yasmina Chaibi, Sarah Quenet
    Diagnostics 2024 14 23

More in this TOC Section

  • AI-Enhanced Photon-Counting CT of Temporal Bone
  • An AI De-identification Method for Pediatric MRIs
  • Aneurysm Segmentation on MRI-TOF with AI
Show more ARTIFICIAL INTELLIGENCE

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editor's Choice
  • Fellows' Journal Club
  • Letters to the Editor
  • Video Articles

Cases

  • Case Collection
  • Archive - Case of the Week
  • Archive - Case of the Month
  • Archive - Classic Case

More from AJNR

  • Trainee Corner
  • Imaging Protocols
  • MRI Safety Corner

Multimedia

  • AJNR Podcasts
  • AJNR Scantastics

Resources

  • Turnaround Time
  • Submit a Manuscript
  • Submit a Video Article
  • Submit an eLetter to the Editor/Response
  • Manuscript Submission Guidelines
  • Statistical Tips
  • Fast Publishing of Accepted Manuscripts
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Author Policies
  • Become a Reviewer/Academy of Reviewers
  • News and Updates

About Us

  • About AJNR
  • Editorial Board
  • Editorial Board Alumni
  • Alerts
  • Permissions
  • Not an AJNR Subscriber? Join Now
  • Advertise with Us
  • Librarian Resources
  • Feedback
  • Terms and Conditions
  • AJNR Editorial Board Alumni

American Society of Neuroradiology

  • Not an ASNR Member? Join Now

© 2025 by the American Society of Neuroradiology All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Print ISSN: 0195-6108 Online ISSN: 1936-959X

Powered by HighWire