Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Other Publications
    • ajnr

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
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • 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

Welcome to the new AJNR, Updated Hall of Fame, and more. Read the full announcements.


AJNR is seeking candidates for the position of Associate Section Editor, AJNR Case Collection. Read the full announcement.

 

  • Getting new auth cookie, if you see this message a lot, tell someone!
  • Getting new auth cookie, if you see this message a lot, tell someone!
Research ArticleArtificial Intelligence
Open Access

Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke

Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae and Dong-Eog Kim
American Journal of Neuroradiology December 2024, 45 (12) 1885-1894; DOI: https://doi.org/10.3174/ajnr.A8418
Hosung Kim
aFrom the USC Stevens Neuroimaging and Informatics Institute (H.K.), Keck School of Medicine of USC, University of Southern California, Los Angeles, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Wi-Sun Ryu
bArtificial Intelligence Research Center (W.-S.R, J.P.), JLK Inc, Seoul, Republic of Korea
cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Wi-Sun Ryu
Dawid Schellingerhout
dDepartment of Neuroradiology and Imaging Physics (D.S.), The University of Texas M.D. 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 Dawid Schellingerhout
Jonghyeok Park
bArtificial Intelligence Research Center (W.-S.R, J.P.), JLK Inc, Seoul, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jinyong Chung
cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jinyong Chung
Sang-Wuk Jeong
cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Sang-Wuk Jeong
Dong-Seok Gwak
cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Beom Joon Kim
fDepartment of Neurology (B.J.K., H.-J.B.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Beom Joon Kim
Joon-Tae Kim
gDepartment of Neurology (J.-T.K., M.S.P.,), Chonnam National University Hospital, Gwangju, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Keun-Sik Hong
hDepartment of Neurology (K.-S.H., Y,-J.C.), Inje University Ilsan Paik Hospital, Goyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kyung Bok Lee
iDepartment of Neurology (K.B.L.), Soonchunhyang University Hospital, Seoul, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kyung Bok Lee
Tai Hwan Park
jDepartment of Neurology (T.H.P.), Seoul Medical Center, Seoul, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jong-Moo Park
kDepartment of Neurology (J.-M.P.), Uijeongbu Eulji Medical Center, Uijeongbu, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kyusik Kang
lDepartment of Neurology (K.K.), Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yong-Jin Cho
hDepartment of Neurology (K.-S.H., Y,-J.C.), Inje University Ilsan Paik Hospital, Goyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Byung-Chul Lee
mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kyung-Ho Yu
mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mi Sun Oh
mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Soo Joo Lee
nDepartment of Neurology (S.J.L.), Eulji University Hospital, Daejeon, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jae-Kwan Cha
oDepartment of Neurology (J.-K.C., D.-H.K.), Dong-A University Hospital, Busan, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Dae-Hyun Kim
oDepartment of Neurology (J.-K.C., D.-H.K.), Dong-A University Hospital, Busan, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jun Lee
pDepartment of Neurology (J.L.), Yeungnam University Hospital, Daegu, Republic of Korea.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Man Seok Park
gDepartment of Neurology (J.-T.K., M.S.P.,), Chonnam National University Hospital, Gwangju, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hee-Joon Bae
fDepartment of Neurology (B.J.K., H.-J.B.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Hee-Joon Bae
Dong-Eog Kim
cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Dong-Eog Kim
  • Article
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Information

vol. 45 no. 12 1885-1894
DOI 
https://doi.org/10.3174/ajnr.A8418
PubMed 
39013565

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received February 28, 2024
  • Accepted after revision July 9, 2024
  • Published online December 9, 2024.

Copyright & Usage 
© 2024 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org

Author Information

  1. Hosung Kima,
  2. Wi-Sun Ryub,c,
  3. Dawid Schellingerhoutd,
  4. Jonghyeok Parkb,
  5. Jinyong Chungc,e,
  6. Sang-Wuk Jeongc,
  7. Dong-Seok Gwakc,e,
  8. Beom Joon Kimf,
  9. Joon-Tae Kimg,
  10. Keun-Sik Hongh,
  11. Kyung Bok Leei,
  12. Tai Hwan Parkj,
  13. Jong-Moo Parkk,
  14. Kyusik Kangl,
  15. Yong-Jin Choh,
  16. Byung-Chul Leem,
  17. Kyung-Ho Yum,
  18. Mi Sun Ohm,
  19. Soo Joo Leen,
  20. Jae-Kwan Chao,
  21. Dae-Hyun Kimo,
  22. Jun Leep,
  23. Man Seok Parkg,
  24. Hee-Joon Baef and
  25. Dong-Eog Kimc,e
  1. aFrom the USC Stevens Neuroimaging and Informatics Institute (H.K.), Keck School of Medicine of USC, University of Southern California, Los Angeles, California
  2. bArtificial Intelligence Research Center (W.-S.R, J.P.), JLK Inc, Seoul, Republic of Korea
  3. cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea
  4. dDepartment of Neuroradiology and Imaging Physics (D.S.), The University of Texas M.D. Anderson Cancer Center, Houston, Texas
  5. eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea
  6. fDepartment of Neurology (B.J.K., H.-J.B.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea
  7. gDepartment of Neurology (J.-T.K., M.S.P.,), Chonnam National University Hospital, Gwangju, Republic of Korea
  8. hDepartment of Neurology (K.-S.H., Y,-J.C.), Inje University Ilsan Paik Hospital, Goyang, Republic of Korea
  9. iDepartment of Neurology (K.B.L.), Soonchunhyang University Hospital, Seoul, Republic of Korea
  10. jDepartment of Neurology (T.H.P.), Seoul Medical Center, Seoul, Republic of Korea
  11. kDepartment of Neurology (J.-M.P.), Uijeongbu Eulji Medical Center, Uijeongbu, Republic of Korea
  12. lDepartment of Neurology (K.K.), Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, Republic of Korea
  13. mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
  14. nDepartment of Neurology (S.J.L.), Eulji University Hospital, Daejeon, Republic of Korea
  15. oDepartment of Neurology (J.-K.C., D.-H.K.), Dong-A University Hospital, Busan, Republic of Korea
  16. pDepartment of Neurology (J.L.), Yeungnam University Hospital, Daegu, Republic of Korea.
  1. Please address correspondence to Dong-Eog Kim, MD, PhD, Department of Neurology, Dongguk University Ilsan Hospital, 27, Dongguk-ro, Ilsandong-gu, Goyang, South Korea; e-mail: kdongeog{at}duih.org
View Full Text

Funding

  • National Research Foundation of Korea

    KMDF_PR_20200901_0098; NRF-2020R1A2C3008295; NRF-2021R1A6A1A03038865

Altmetrics

Cited By...

  • 2 Citations
  • Google Scholar

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

  • Artificial intelligence in neuroimaging with a focus on acute and degenerative neurologic disorders: a narrative review
    Leonard Sunwoo, Byung Se Choi
    Journal of the Korean Medical Association 2025 68 5
  • Segmentation of Leukoaraiosis on Noncontrast Head CT Using CT‐MRI Paired Data Without Human Annotation
    Wi‐Sun Ryu, Jae W. Song, Jae‐Sung Lim, Ju Hyung Lee, Leonard Sunwoo, Dongmin Kim, Dong‐Eog Kim, Hee‐Joon Bae, Myungjae Lee, Beom Joon Kim
    Brain and Behavior 2025 15 6
PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 45 (12)
American Journal of Neuroradiology
Vol. 45, Issue 12
1 Dec 2024
  • 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.
Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke
(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
Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae, Dong-Eog Kim
Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke
American Journal of Neuroradiology Dec 2024, 45 (12) 1885-1894; DOI: 10.3174/ajnr.A8418

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
AutoSegmentation of Stroke MRI Hyperintensities
Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae, Dong-Eog Kim
American Journal of Neuroradiology Dec 2024, 45 (12) 1885-1894; DOI: 10.3174/ajnr.A8418
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
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • Segmentation of leukoaraiosis on noncontrast head CTs using CT-MRI paired data without human annotation
  • Crossref (2)
  • Google Scholar

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

  • Artificial intelligence in neuroimaging with a focus on acute and degenerative neurologic disorders: a narrative review
    Leonard Sunwoo, Byung Se Choi
    Journal of the Korean Medical Association 2025 68 5
  • Segmentation of Leukoaraiosis on Noncontrast Head CT Using CT‐MRI Paired Data Without Human Annotation
    Wi‐Sun Ryu, Jae W. Song, Jae‐Sung Lim, Ju Hyung Lee, Leonard Sunwoo, Dongmin Kim, Dong‐Eog Kim, Hee‐Joon Bae, Myungjae Lee, Beom Joon Kim
    Brain and Behavior 2025 15 6

More in this TOC Section

Artificial Intelligence

  • AI-Enhanced Photon-Counting CT of Temporal Bone
  • DIRDL for Inflammatory Myelopathies
  • DL ASPECTS & Reader Accuracy/Interpretation Time
Show more Artificial Intelligence

Neurovascular/Stroke Imaging

  • HIR in Unsuccessfully Reperfused AIS-LVO Patients
  • Outcomes After EV Treatment of Cerebral Vasospasm
  • Automated Detection of Vessel Occlusions
Show more Neurovascular/Stroke Imaging

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editors Choice
  • Fellow Journal Club
  • Letters to the Editor

Cases

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

Special Collections

  • Special Collections

Resources

  • News and Updates
  • Turn around Times
  • Submit a Manuscript
  • Author Policies
  • Manuscript Submission Guidelines
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Submit a Case
  • Become a Reviewer/Academy of Reviewers
  • Get Peer Review Credit from Publons

Multimedia

  • AJNR Podcast
  • AJNR SCANtastic
  • Video Articles

About Us

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

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