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
    • ASNR Foundation Special Collection
    • Most Impactful AJNR Articles
    • Photon-Counting CT
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
  • 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
    • ASNR Foundation Special Collection
    • Most Impactful AJNR Articles
    • Photon-Counting CT
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
  • 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 is seeking candidates for the AJNR Podcast Editor. Read the position description.

Review ArticleREVIEW ARTICLE
Open Access

Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology

C.G. Filippi, J.M. Stein, Z. Wang, S. Bakas, Y. Liu, P.D. Chang, Y. Lui, C. Hess, D.P. Barboriak, A.E. Flanders, M. Wintermark, G. Zaharchuk and O. Wu
American Journal of Neuroradiology August 2023, DOI: https://doi.org/10.3174/ajnr.A7963
C.G. Filippi
aFrom the Department of Radiology (C.G.F.), Tufts University School of Medicine, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for C.G. Filippi
J.M. Stein
bDepartment of Radiology (J.M.S., S.B.), University of Pennsylvania, Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for J.M. Stein
Z. Wang
cAthinoula A. Martinos Center for Biomedical Imaging (Z.W., Y. Liu, O.W.), Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Z. Wang
S. Bakas
bDepartment of Radiology (J.M.S., S.B.), University of Pennsylvania, Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S. Bakas
Y. Liu
aFrom the Department of Radiology (C.G.F.), Tufts University School of Medicine, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Y. Liu
P.D. Chang
dDepartment of Radiological Sciences (P.D.C.), University of California, Irvine, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for P.D. Chang
Y. Lui
eDepartment of Neuroradiology (Y. Lui), NYU Langone Health, New York, New York
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Y. Lui
C. Hess
fDepartment of Radiology and Biomedical Imaging (C.H.), University of California, San Francisco, San Francisco, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for C. Hess
D.P. Barboriak
gDepartment of Radiology (D.P.B.), Duke University School of Medicine, Durham, North Carolina
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for D.P. Barboriak
A.E. Flanders
hDepartment of Neuroradiology/Otolaryngology (ENT) Radiology (A.E.F.), Thomas Jefferson University, Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for A.E. Flanders
M. Wintermark
iDepartment of Neuroradiology (M.W.), Division of Diagnostic Imaging, MD Anderson Cancer Center, Houston, Texas
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M. Wintermark
G. Zaharchuk
jDepartment of Radiology (G.Z.), Stanford University, Stanford, California.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for G. Zaharchuk
O. Wu
cAthinoula A. Martinos Center for Biomedical Imaging (Z.W., Y. Liu, O.W.), Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for O. Wu
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Figures & Data

Figures

  • FIG 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 1.

    The AI algorithm development lifecycle.

  • FIG 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 2.

    A 3D T1-weighted MR imaging scan (A) of an anthropomorphic phantom (B), which has no patient-identifying information. A 3D-rendered lifelike reconstruction (C) is possible, comparable with the original (photograph courtesy of Jacob C. Calkins, MGH Athinoula A. Martinos Center for Biomedical Imaging). The reconstruction was performed using open source software (Horos Version 3.3.6; Horos Project).

PreviousNext
Back to top
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.
Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology
(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
C.G. Filippi, J.M. Stein, Z. Wang, S. Bakas, Y. Liu, P.D. Chang, Y. Lui, C. Hess, D.P. Barboriak, A.E. Flanders, M. Wintermark, G. Zaharchuk, O. Wu
Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology
American Journal of Neuroradiology Aug 2023, DOI: 10.3174/ajnr.A7963

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
Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology
C.G. Filippi, J.M. Stein, Z. Wang, S. Bakas, Y. Liu, P.D. Chang, Y. Lui, C. Hess, D.P. Barboriak, A.E. Flanders, M. Wintermark, G. Zaharchuk, O. Wu
American Journal of Neuroradiology Aug 2023, DOI: 10.3174/ajnr.A7963
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
    • Abstract
    • ABBREVIATION:
    • Acknowledgments
    • Footnotes
    • References
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • Understanding Bias in Artificial Intelligence: A Practice Perspective
  • Crossref (7)
  • Google Scholar

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

  • Gross failure rates and failure modes for a commercial AI‐based auto‐segmentation algorithm in head and neck cancer patients
    Simon W. P. Temple, Carl G. Rowbottom
    Journal of Applied Clinical Medical Physics 2024 25 6
  • Transforming Physiology and Healthcare through Foundation Models
    Ryan C. Godwin, Avery Tung, Dan E. Berkowitz, Ryan L. Melvin
    Physiology 2025 40 3
  • Integrating AI and neuroradiology
    Shivani Chopra, Talha Bin Emran
    International Journal of Surgery Open 2024 62 6
  • Integrating Brain-Inspired Computation with Big-Data Analytics for Advanced Diagnostics in Neuroradiology
    Senthil Kumar, J Ramprasath, V. Kalpana, Manikandan Rajagopal, Maheswaran S, Rupesh Gupta
    Neuroscience Informatics 2025
  • Integrating Generative AI in Education to Achieve Sustainable Development Goals
    Puneet Kumar, Sangeet Vashishtha, Pooja Sharma, Ekansh Agarwal
    2024
  • The relationship between ethics and innovation: specifically regarding the application and ethical considerations of artificial intelligence in animal models
    Hong Yin, Qiannan Li, Shuling Yang, Chunhuan Zhang, Yueyi Zhai, Haowei Hou, Yan Qu
    Holistic Integrative Oncology 2024 3 1
  • Understanding Bias in Artificial Intelligence: A Practice Perspective
    Melissa A. Davis, Ona Wu, Ichiro Ikuta, John E. Jordan, Michele H. Johnson, Edward Quigley
    American Journal of Neuroradiology 2024 45 4

More in this TOC Section

  • An Atlas of Neonatal Neurovascular Imaging Anatomy as Depicted with Microvascular Imaging: The Intracranial Arteries
  • An Atlas of Neonatal Neurovascular Imaging Anatomy as Depicted with Microvascular Imaging: The Intracranial Veins
  • Clinical Translation of Hyperpolarized 13C Metabolic Probes for Glioma Imaging
Show more Review Article

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

Special Collections

  • AJNR Awards
  • ASNR Foundation Special Collection
  • Most Impactful AJNR Articles
  • Photon-Counting CT
  • Spinal CSF Leak Articles (Jan 2020-June 2024)

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