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

Impact of SUSAN Denoising and ComBat Harmonization on Machine Learning Model Performance for Malignant Brain Neoplasms

Girish Bathla, Neetu Soni, Ian T. Mark, Yanan Liu, Nicholas B. Larson, Blake A. Kassmeyer, Suyash Mohan, John C. Benson, Saima Rathore and Amit K. Agarwal
American Journal of Neuroradiology September 2024, 45 (9) 1291-1298; DOI: https://doi.org/10.3174/ajnr.A8280
Girish Bathla
aFrom the Department of Radiology (G.B., N.S.), University of Iowa Hospitals and Clinics, Iowa City, Iowa
bDepartment of Radiology (G.B., I.T.M., J.C.B.), Mayo Clinic, Rochester, Minnesota
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Girish Bathla
Neetu Soni
aFrom the Department of Radiology (G.B., N.S.), University of Iowa Hospitals and Clinics, Iowa City, Iowa
cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Neetu Soni
Ian T. Mark
bDepartment of Radiology (G.B., I.T.M., J.C.B.), Mayo Clinic, Rochester, Minnesota
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ian T. Mark
Yanan Liu
dAdvanced Pulmonary Physiomic Imaging Laboratory (Y.L.), University of Iowa, Iowa City, Iowa
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nicholas B. Larson
eDivision of Clinical Trials and Biostatistics (N.B.L., B.A.K.), Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Rochester, Minnesota
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Nicholas B. Larson
Blake A. Kassmeyer
eDivision of Clinical Trials and Biostatistics (N.B.L., B.A.K.), Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Rochester, Minnesota
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Suyash Mohan
fDepartment of Radiology (S.M.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
John C. Benson
bDepartment of Radiology (G.B., I.T.M., J.C.B.), Mayo Clinic, Rochester, Minnesota
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for John C. Benson
Saima Rathore
gAvid Radiopharmaceuticals (S.R.), Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Amit K. Agarwal
cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Amit K. Agarwal
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Information

vol. 45 no. 9 1291-1298
DOI 
https://doi.org/10.3174/ajnr.A8280
PubMed 
38604733

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received February 19, 2024
  • Accepted after revision April 5, 2024
  • Published online September 9, 2024.

Article Versions

  • Latest version (April 11, 2024 - 06:36).
  • Latest version (July 25, 2024 - 10:07).
  • You are viewing the most recent version of this article.
Copyright & Usage 
© 2024 by American Journal of Neuroradiology

Author Information

  1. Girish Bathlaa,b,
  2. Neetu Sonia,c,
  3. Ian T. Markb,
  4. Yanan Liud,
  5. Nicholas B. Larsone,
  6. Blake A. Kassmeyere,
  7. Suyash Mohanf,
  8. John C. Bensonb,
  9. Saima Rathoreg and
  10. Amit K. Agarwalc
  1. aFrom the Department of Radiology (G.B., N.S.), University of Iowa Hospitals and Clinics, Iowa City, Iowa
  2. bDepartment of Radiology (G.B., I.T.M., J.C.B.), Mayo Clinic, Rochester, Minnesota
  3. cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida
  4. dAdvanced Pulmonary Physiomic Imaging Laboratory (Y.L.), University of Iowa, Iowa City, Iowa
  5. eDivision of Clinical Trials and Biostatistics (N.B.L., B.A.K.), Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Rochester, Minnesota
  6. fDepartment of Radiology (S.M.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
  7. gAvid Radiopharmaceuticals (S.R.), Philadelphia, Pennsylvania
  1. Please address correspondence to Girish Bathla, MD, Department of Radiology, Mayo Clinic, 200 1st St SW Rochester, MN; e-mail: Bathla.Girish{at}mayo.edu; @GBathlaMD; @AmitagarwalMD; @drsuyash
View Full Text

Funding

  • American Cancer Society

    IRG-18-165-43

Altmetrics

Cited By...

  • 1 Citations
  • 1 Citations
  • Google Scholar

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

  • Stability of radiomic features in magnetic resonance imaging of the female pelvis: A multicentre phantom study
    Roberto Sghedoni, Daniela Origgi, Noemi Cucurachi, Giuseppe Castiglioni Minischetti, Davide Alio, Giovanni Savini, Francesca Botta, Simona Marzi, Marco Aiello, Tiziana Rancati, Davide Cusumano, Letterio Salvatore Politi, Vittorio Didonna, Raffaella Massafra, Antonella Petrillo, Antonio Esposito, Sara Imparato, Luca Anemoni, Chandra Bortolotto, Lorenzo Preda, Luca Boldrini
    Physica Medica 2025 130
PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 45 (9)
American Journal of Neuroradiology
Vol. 45, Issue 9
1 Sep 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.
Impact of SUSAN Denoising and ComBat Harmonization on Machine Learning Model Performance for Malignant Brain Neoplasms
(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
Girish Bathla, Neetu Soni, Ian T. Mark, Yanan Liu, Nicholas B. Larson, Blake A. Kassmeyer, Suyash Mohan, John C. Benson, Saima Rathore, Amit K. Agarwal
Impact of SUSAN Denoising and ComBat Harmonization on Machine Learning Model Performance for Malignant Brain Neoplasms
American Journal of Neuroradiology Sep 2024, 45 (9) 1291-1298; DOI: 10.3174/ajnr.A8280

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
SUSAN Denoising Impact on Brain Tumor ML Models
Girish Bathla, Neetu Soni, Ian T. Mark, Yanan Liu, Nicholas B. Larson, Blake A. Kassmeyer, Suyash Mohan, John C. Benson, Saima Rathore, Amit K. Agarwal
American Journal of Neuroradiology Sep 2024, 45 (9) 1291-1298; DOI: 10.3174/ajnr.A8280
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
    • Footnotes
    • References
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (1)
  • Google Scholar

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

  • Stability of radiomic features in magnetic resonance imaging of the female pelvis: A multicentre phantom study
    Roberto Sghedoni, Daniela Origgi, Noemi Cucurachi, Giuseppe Castiglioni Minischetti, Davide Alio, Giovanni Savini, Francesca Botta, Simona Marzi, Marco Aiello, Tiziana Rancati, Davide Cusumano, Letterio Salvatore Politi, Vittorio Didonna, Raffaella Massafra, Antonella Petrillo, Antonio Esposito, Sara Imparato, Luca Anemoni, Chandra Bortolotto, Lorenzo Preda, Luca Boldrini
    Physica Medica 2025 130

More in this TOC Section

Artificial Intelligence

  • 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

Brain Tumor Imaging

  • Cognitive Control in Tumor Language Plasticity
  • Temporal Evolution of Vestibular schwannoma
  • CE MRI for Brain Metastasis Detection
Show more Brain Tumor 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

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