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 ArticleNEUROVASCULAR/STROKE IMAGING

Quantitative Shape Irregularity and Density Heterogeneity of Preoperative Hematoma Can Predict Rebleeding following Minimally Invasive Catheter Evacuation for Intracerebral Hemorrhage

Kaijiang Kang, Zeqiang Ji, Yang Du, Guangshuo Li, Jing Yan, Zeyu Ding, Yiming Shi, Yanfang Liu, Jianwei Wu and Xingquan Zhao
American Journal of Neuroradiology June 2025, DOI: https://doi.org/10.3174/ajnr.A8680
Kaijiang Kang
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kaijiang Kang
Zeqiang Ji
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yang Du
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Guangshuo Li
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jing Yan
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Zeyu Ding
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yiming Shi
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yanfang Liu
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jianwei Wu
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Xingquan Zhao
aFrom the Department of Neurology (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Tiantan Hospital, Capital Medical University, Beijing, China
bChina National Clinical Research Center for Neurological Diseases (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing, China
cCenter of Stroke (K.K., Z.J., Y.D., G.L., J.Y., Z.D., Y.S., Y.L., J.W., X.Z.), Beijing Institute for Brain Disorders, Beijing, China
dLaboratory for Clinical Medicine (X.Z.), Capital Medical University, Beijing, China
eResearch Unit of Artificial Intelligence in Cerebrovascular Disease (X.Z.), Chinese Academy of Medical Sciences, Beijing, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Xingquan Zhao
  • Article
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

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.

Abstract

BACKGROUND AND PURPOSE: Postoperative rebleeding is a critical factor associated with poor outcomes in patients with intracerebral hemorrhage (ICH) who undergo minimally invasive catheter evacuation (MICE) followed by thrombolysis. This study aimed to explore the association between quantitative shape irregularity and density heterogeneity of preoperative hematoma and rebleeding after MICE.

MATERIALS AND METHODS: We analyzed patients with ICH who underwent MICE between February 2021 and January 2024. The surface regularity index (SRI) and density coefficient of variation (DCV) of the hematomas were obtained based on preoperative CT by using 3D Slicer software. Postoperative rebleeding was defined as a hematoma increase of >6 mL or >33% compared with the previous CT. The predictive value of shape irregularity (reflected by SRI) and density heterogeneity (reflected by DCV) for postoperative rebleeding were comprehensively analyzed.

RESULTS: In total, 240 patients were included, of whom 45 (18.8%) experienced postoperative rebleeding. Patients with postoperative rebleeding exhibited lower SRI (37.2 versus 51.4, P = .001) and higher DCV (13.8% versus 11.7%, P < .001) after adjusting for preoperative hematoma volume, surface area, standard deviation of hematoma density, intraventricular hemorrhage (IVH), hematoma expansion (HE), time period from onset to surgery, and catheter misplacement. The combination of SRI, DCV, IVH, and HE demonstrated optimal discrimination in predicting postoperative rebleeding, with an area under the curve (AUC) and 95% CI of 0.880 (0.824–0.935).

CONCLUSIONS: Hematoma shape irregularity and density heterogeneity are risk factors for rebleeding after MICE for ICH. SRI and DCV can be used to identify individuals at high risk of postoperative rebleeding.

ABBREVIATIONS:

AUC
area under the curve
DCV
density coefficient of variation
HE
hematoma expansion
ICH
intracerebral hemorrhage
IQR
interquartile range
IVH
intraventricular hemorrhage
MICE
minimally invasive catheter evacuation
OR
odds ratio
ROC
receiver operating characteristic
SRI
surface regularity index

Footnotes

  • Kaijiang Kang, Zeqiang Ji, and Yang Du contributed equally to this article.

  • Prof. Xingquan Zhao, Jianwei Wu and Yanfang Liu are co-corresponding authors.

  • This work was supported by the National Natural Science Foundation of China (Grant number: 82471489 to K.K. and 82371320 to X.Z.), Health China·BuChang ZhiYuan Public Welfare Projects for Heart and Brain Health (Grant number: HIGHER2023074 to K.K.), and Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences (Grant number: 2019-I2M-5-029 to X.Z.).

  • Disclosure forms provided by the authors are available with the full text and PDF of this article at www.ajnr.org.

  • © 2025 by American Journal of Neuroradiology
View Full Text

Log in using your username and 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
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.
Quantitative Shape Irregularity and Density Heterogeneity of Preoperative Hematoma Can Predict Rebleeding following Minimally Invasive Catheter Evacuation for Intracerebral Hemorrhage
(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
Kaijiang Kang, Zeqiang Ji, Yang Du, Guangshuo Li, Jing Yan, Zeyu Ding, Yiming Shi, Yanfang Liu, Jianwei Wu, Xingquan Zhao
Quantitative Shape Irregularity and Density Heterogeneity of Preoperative Hematoma Can Predict Rebleeding following Minimally Invasive Catheter Evacuation for Intracerebral Hemorrhage
American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8680

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
ICH Shape & Density Predict Rebleeding after MICE
Kaijiang Kang, Zeqiang Ji, Yang Du, Guangshuo Li, Jing Yan, Zeyu Ding, Yiming Shi, Yanfang Liu, Jianwei Wu, Xingquan Zhao
American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8680
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

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

Related Articles

  • No related articles found.
  • 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

  • The insula and malignant cerebral edema
  • Circle of Willis Variants and Stroke Outcomes
Show more Neurovascular/Stroke Imaging

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