MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

C.G.B. Yogananda; B.R. Shah; S.S. Nalawade; G.K. Murugesan; F.F. Yu; M.C. Pinho; B.C. Wagner; B. Mickey; T.R. Patel; B. Fei; A.J. Madhuranthakam; J.A. Maldjian

doi:10.3174/ajnr.A7029

Research ArticleAdult Brain

Open Access

MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

C.G.B. Yogananda, B.R. Shah, S.S. Nalawade, G.K. Murugesan, F.F. Yu, M.C. Pinho, B.C. Wagner, B. Mickey, T.R. Patel, B. Fei, A.J. Madhuranthakam and J.A. Maldjian

American Journal of Neuroradiology May 2021, 42 (5) 845-852; DOI: https://doi.org/10.3174/ajnr.A7029

C.G.B. Yogananda

aFrom the Advanced Neuroscience Imaging Research Lab (C.G.B.Y., B.R.S., S.S.N., G.K.M., F.F.Y., M.C.P., B.C.W., A.J.M., J.A.M.), Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for C.G.B. Yogananda

B.R. Shah

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for B.R. Shah

S.S. Nalawade

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for S.S. Nalawade

G.K. Murugesan

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for G.K. Murugesan

F.F. Yu

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for F.F. Yu

M.C. Pinho

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for M.C. Pinho

B.C. Wagner

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for B.C. Wagner

B. Mickey

bDepartment of Neurological Surgery (B.M., T.R.P.), University of Texas Southwestern Medical Center, Dallas, Texas

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for B. Mickey

T.R. Patel

bDepartment of Neurological Surgery (B.M., T.R.P.), University of Texas Southwestern Medical Center, Dallas, Texas

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for T.R. Patel

B. Fei

cDepartment of Bioengineering (B.F.), University of Texas at Dallas, Richardson, Texas

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for B. Fei

A.J. Madhuranthakam

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for A.J. Madhuranthakam

J.A. Maldjian

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for J.A. Maldjian

Article
Figures & Data
Supplemental
Info & Metrics
Responses
References
PDF

Submit a Response to This Article

Compose eLetter

Title *

Contents

More information about text formats

Plain text

No HTML tags allowed.
Web page addresses and e-mail addresses turn into links automatically.
Lines and paragraphs break automatically.

Author Information

Contributors
First Name and Middle Initial * First or given name, e.g. 'Peter'. Last Name * Your last, or family, name, e.g. 'MacMoody'. Email Address * Your email address, e.g. higgs-boson@gmail.com Occupation * Your role and/or occupation, e.g. 'Orthopedic Surgeon'. Affiliation * Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.

Statement of Competing Interests

Competing interests? *

Yes

Please describe the competing interests

Vertical Tabs

Jump to comment:

No eLetters have been published for this article.

PreviousNext

In this issue

American Journal of Neuroradiology

Vol. 42, Issue 5

1 May 2021

Table of Contents
Index by author
Complete Issue (PDF)

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.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

Message Subject (Your Name) has sent you a message from American Journal of Neuroradiology

Message Body (Your Name) thought you would like to see the American Journal of Neuroradiology web site.

Your Personal Message

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.B. Yogananda, B.R. Shah, S.S. Nalawade, G.K. Murugesan, F.F. Yu, M.C. Pinho, B.C. Wagner, B. Mickey, T.R. Patel, B. Fei, A.J. Madhuranthakam, J.A. Maldjian

MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

American Journal of Neuroradiology May 2021, 42 (5) 845-852; DOI: 10.3174/ajnr.A7029

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

Bookmark this article

User Name *

Password *

Remember my user name & password.

MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

C.G.B. Yogananda, B.R. Shah, S.S. Nalawade, G.K. Murugesan, F.F. Yu, M.C. Pinho, B.C. Wagner, B. Mickey, T.R. Patel, B. Fei, A.J. Madhuranthakam, J.A. Maldjian

American Journal of Neuroradiology May 2021, 42 (5) 845-852; DOI: 10.3174/ajnr.A7029

Share This Article:

Tweet Widget
Facebook Like
Google Plus One

Purchase

Jump to section

Article
Figures & Data
Supplemental
Info & Metrics
Responses
References
PDF

Erratum

PubMed
Google Scholar

Cited By...

Imaging Genomics of Glioma Revisited: Analytic Methods to Understand Spatial and Temporal Heterogeneity
IDH and 1p19q Diagnosis in Diffuse Glioma from Preoperative MRI Using Artificial Intelligence

Crossref
Google Scholar

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

Adult Brain

Diagnostic Neuroradiology of Monoclonal Antibodies
Clinical Outcomes After Chiari I Decompression
Segmentation of Brain Metastases with BLAST

Show more Adult Brain

Functional

Kurtosis and Epileptogenic Tubers: A Pilot Study
Glutaric Aciduria Type 1: DK vs. Conventional MRI
Multiparametric MRI in PEDS Pontine Glioma

Show more Functional

Main menu

User menu

Search

American Journal of Neuroradiology

MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status

Plain text

Vertical Tabs

Jump to comment:

In this issue

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Adult Brain

Functional

Similar Articles

Indexed Content

Cases

More from AJNR

Multimedia

Resources

About Us

American Society of Neuroradiology