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 ArticleORIGINAL RESEARCH

Empowering Data Sharing in Neuroscience: A Deep Learning De-identification Method for Pediatric Brain MRIs

Ariana M. Familiar, Neda Khalili, Nastaran Khalili, Cassidy Schuman, Evan Grove, Karthik Viswanathan, Jakob Seidlitz, Aaron Alexander-Bloch, Anna Zapaishchykova, Benjamin H. Kann, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Anahita Fathi Kazerooni and Ali Nabavizadeh
American Journal of Neuroradiology November 2024, ajnr.A8581; DOI: https://doi.org/10.3174/ajnr.A8581
Ariana M. Familiar
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Neda Khalili
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nastaran Khalili
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Cassidy Schuman
3 School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Evan Grove
3 School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Karthik Viswanathan
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jakob Seidlitz
4 Department of Child and Adolescent Psychiatry and Behavioral Science, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
5 Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
6 Lifespan Brain Institute at the Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Aaron Alexander-Bloch
4 Department of Child and Adolescent Psychiatry and Behavioral Science, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
5 Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
6 Lifespan Brain Institute at the Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anna Zapaishchykova
7 Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA
8 Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Benjamin H. Kann
7 Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA
8 Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Arastoo Vossough
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
9 Division of Radiology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
10 Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Phillip B. Storm
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Adam C. Resnick
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anahita Fathi Kazerooni
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
11 AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ali Nabavizadeh
1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
10 Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Supplemental
  • Info & Metrics
  • Responses
  • PDF
Loading

Article Information

ajnr.A8581
DOI 
https://doi.org/10.3174/ajnr.A8581
PubMed 
39532533

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Published online November 12, 2024.

Article Versions

  • You are currently viewing a Latest version of this article (November 12, 2024 - 17:28).
  • latest version (April 17, 2025 - 09:14).
  • View the most recent version of this article
Copyright & Usage 
© 2024 by American Journal of Neuroradiology

Author Information

  1. Ariana M. Familiar1,2,
  2. Neda Khalili1,2,
  3. Nastaran Khalili1,2,
  4. Cassidy Schuman3,
  5. Evan Grove3,
  6. Karthik Viswanathan1,2,
  7. Jakob Seidlitz4,5,6,
  8. Aaron Alexander-Bloch, MD4,5,6,
  9. Anna Zapaishchykova7,8,
  10. Benjamin H. Kann7,8,
  11. Arastoo Vossough1,9,10,
  12. Phillip B. Storm1,2,
  13. Adam C. Resnick1,2,
  14. Anahita Fathi Kazerooni1,2,11 and
  15. Ali Nabavizadeh1,10
  1. 1 Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA, USA
  2. 2 Department of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.
  3. 3 School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA
  4. 4 Department of Child and Adolescent Psychiatry and Behavioral Science, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
  5. 5 Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
  6. 6 Lifespan Brain Institute at the Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
  7. 7 Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA
  8. 8 Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
  9. 9 Division of Radiology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
  10. 10 Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
  11. 11 AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA, USA
  1. Please address correspondence to Ali Nabavizadeh, MD, Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St., Philadelphia, PA 19104, USA; Ali.Nabavizadeh{at}pennmedicine.upenn.edu.

Altmetrics

Cited By...

  • Citations
  • Google Scholar

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

PreviousNext
Back to top
Advertisement
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.
Empowering Data Sharing in Neuroscience: A Deep Learning De-identification Method for Pediatric Brain MRIs
(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
Accepted Manuscript
Ariana M. Familiar, Neda Khalili, Nastaran Khalili, Cassidy Schuman, Evan Grove, Karthik Viswanathan, Jakob Seidlitz, Aaron Alexander-Bloch, Anna Zapaishchykova, Benjamin H. Kann, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Anahita Fathi Kazerooni, Ali Nabavizadeh
Empowering Data Sharing in Neuroscience: A Deep Learning De-identification Method for Pediatric Brain MRIs
American Journal of Neuroradiology Nov 2024, ajnr.A8581; DOI: 10.3174/ajnr.A8581

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
Accepted Manuscript
Empowering Data Sharing in Neuroscience: A Deep Learning De-identification Method for Pediatric Brain MRIs
Ariana M. Familiar, Neda Khalili, Nastaran Khalili, Cassidy Schuman, Evan Grove, Karthik Viswanathan, Jakob Seidlitz, Aaron Alexander-Bloch, Anna Zapaishchykova, Benjamin H. Kann, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Anahita Fathi Kazerooni, Ali Nabavizadeh
American Journal of Neuroradiology Nov 2024, ajnr.A8581; DOI: 10.3174/ajnr.A8581
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
  • Supplemental
  • Info & Metrics
  • Responses
  • PDF

Related Articles

  • 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.

More in this TOC Section

  • CT Perfusion Map Generation from Multi-phase CT Angiography Using Generative adversarial model for Acute Ischemic Stroke
  • Digital Subtraction Myelography for the Detection of Type 1 Spinal CSF Leaks: Evaluation of Temporal Characteristics and Diagnostic Value
  • Glymphatic Function as a Moderator in White Matter Injury and Cognitive Impairment: A Community-Dwelling Cohort Study
Show more ORIGINAL RESEARCH

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
  • Book Reviews

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