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 ArticlePediatric Neuroimaging
Open Access

MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

M. Iv, M. Zhou, K. Shpanskaya, S. Perreault, Z. Wang, E. Tranvinh, B. Lanzman, S. Vajapeyam, N.A. Vitanza, P.G. Fisher, Y.J. Cho, S. Laughlin, V. Ramaswamy, M.D. Taylor, S.H. Cheshier, G.A. Grant, T. Young Poussaint, O. Gevaert and K.W. Yeom
American Journal of Neuroradiology December 2018, DOI: https://doi.org/10.3174/ajnr.A5899
M. Iv
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M. Iv
M. Zhou
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M. Zhou
K. Shpanskaya
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K. Shpanskaya
S. Perreault
fDepartment of Pediatrics (S.P.), Pediatric Neurology, Centre Hospitalier Universitaire Sainte Justine, University of Montréal, Montreal, Quebec, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S. Perreault
Z. Wang
dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Z. Wang
E. Tranvinh
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for E. Tranvinh
B. Lanzman
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for B. Lanzman
S. Vajapeyam
gDepartment of Radiology (S.V., T.Y.P.), Boston Children's Hospital, Harvard University, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S. Vajapeyam
N.A. Vitanza
gDepartment of Radiology (S.V., T.Y.P.), Boston Children's Hospital, Harvard University, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for N.A. Vitanza
P.G. Fisher
bDepartment of Pediatrics (P.G.F.), Pediatric Neurology
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for P.G. Fisher
Y.J. Cho
iDepartment of Pediatrics (Y.J.C.), Pediatric Neurology, Oregon Health & Science University, Portland, Oregon
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Y.J. Cho
S. Laughlin
jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S. Laughlin
V. Ramaswamy
jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for V. Ramaswamy
M.D. Taylor
jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M.D. Taylor
S.H. Cheshier
kDepartment of Neurosurgery (S.H.C.), Pediatric Neurosurgery, University of Utah, Salt Lake City, Utah.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S.H. Cheshier
G.A. Grant
cDepartment of Neurosurgery (G.A.G.), Pediatric Neurosurgery, Lucile Packard Children's Hospital, Stanford University, Palo Alto, California
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for G.A. Grant
T. Young Poussaint
gDepartment of Radiology (S.V., T.Y.P.), Boston Children's Hospital, Harvard University, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for T. Young Poussaint
O. Gevaert
dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for O. Gevaert
K.W. Yeom
aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)
bDepartment of Pediatrics (P.G.F.), Pediatric Neurology
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K.W. Yeom
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

References

  1. 1.↵
    1. Pollack IF,
    2. Jakacki RI
    . Childhood brain tumors: epidemiology, current management and future directions. Nat Rev Neurol 2011;7:495–506 doi:10.1038/nrneurol.2011.110 pmid:21788981
    CrossRefPubMed
  2. 2.↵
    1. Kool M,
    2. Korshunov A,
    3. Remke M, et al
    . Molecular subgroups of medulloblastoma: an international meta-analysis of transcriptome, genetic aberrations, and clinical data of WNT, SHH, group 3, and group 4 medulloblastomas. Acta Neuropathol 2012;123:473–84 doi:10.1007/s00401-012-0958-8 pmid:22358457
    CrossRefPubMedWeb of Science
  3. 3.↵
    1. Northcott PA,
    2. Korshunov A,
    3. Witt H, et al
    . Medulloblastoma comprises four distinct molecular variants. J Clin Oncol 2011;29:1408–14 doi:10.1200/JCO.2009.27.4324 pmid:20823417
    Abstract/FREE Full Text
  4. 4.↵
    1. Taylor MD,
    2. Northcott PA,
    3. Korshunov A, et al
    . Molecular subgroups of medulloblastoma: the current consensus. Acta Neuropathol 2012;123:465–72 doi:10.1007/s00401-011-0922-z pmid:22134537
    CrossRefPubMedWeb of Science
  5. 5.↵
    1. Ramaswamy V,
    2. Remke M,
    3. Bouffet E, et al
    . Risk stratification of childhood medulloblastoma in the molecular era: the current consensus. Acta Neuropathol 2016;131:821–31 doi:10.1007/s00401-016-1569-6 pmid:27040285
    CrossRefPubMed
  6. 6.↵
    1. Louis DN,
    2. Perry A,
    3. Reifenberger G, et al
    . The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary. Acta Neuropathol 2016;131:803–20 doi:10.1007/s00401-016-1545-1 pmid:27157931
    CrossRefPubMed
  7. 7.↵
    1. Gajjar AJ,
    2. Robinson GW
    . Medulloblastoma-translating discoveries from the bench to the bedside. Nat Rev Clin Oncol 2014;11:714–22 doi:10.1038/nrclinonc.2014.181 pmid:25348790
    CrossRefPubMed
  8. 8.↵
    1. Archer TC,
    2. Mahoney EL,
    3. Pomeroy SL
    . Medulloblastoma: molecular classification-based personal therapeutics. Neurotherapeutics 2017;14:265–73 doi:10.1007/s13311-017-0526-y pmid:28386677
    CrossRefPubMed
  9. 9.↵
    1. Morrissy AS,
    2. Cavalli FM,
    3. Remke M, et al
    . Spatial heterogeneity in medulloblastoma. Nat Genet 2017;49:780–88 doi:10.1038/ng.3838 pmid:28394352
    CrossRefPubMed
  10. 10.↵
    1. Zhou M,
    2. Scott J,
    3. Chaudhury B, et al
    . Radiomics in brain tumor: image assessment, quantitative feature descriptors, and machine-learning approaches. AJNR Am J Neuroradiol 2018;39:208–16 doi:10.3174/ajnr.A5391 pmid:28982791
    Abstract/FREE Full Text
  11. 11.↵
    1. Gevaert O,
    2. Xu J,
    3. Hoang CD, et al
    . Non-small cell lung cancer: identifying prognostic imaging biomarkers by leveraging public gene expression microarray data–methods and preliminary results. Radiology 2012;264:387–96 doi:10.1148/radiol.12111607 pmid:22723499
    CrossRefPubMed
  12. 12.↵
    1. Itakura H,
    2. Achrol AS,
    3. Mitchell LA, et al
    . Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities. Sci Transl Med 2015;7:303ra138 doi:10.1126/scitranslmed.aaa7582 pmid:26333934
    Abstract/FREE Full Text
  13. 13.↵
    1. Gevaert O,
    2. Mitchell LA,
    3. Achrol AS, et al
    . Glioblastoma multiforme: exploratory radiogenomic analysis by using quantitative image features. Radiology 2014;273:168–74 doi:10.1148/radiol.14131731 pmid:24827998
    CrossRefPubMedWeb of Science
  14. 14.↵
    1. Kickingereder P,
    2. Bonekamp D,
    3. Nowosielski M, et al
    . Radiogenomics of glioblastoma: machine learning-based classification of molecular characteristics by using multiparametric and multiregional MR imaging features. Radiology 2016;281:907–18 doi:10.1148/radiol.2016161382 pmid:27636026
    CrossRefPubMed
  15. 15.↵
    1. Jamshidi N,
    2. Diehn M,
    3. Bredel M, et al
    . Illuminating radiogenomic characteristics of glioblastoma multiforme through integration of MR imaging, messenger RNA expression, and DNA copy number variation. Radiology 2014;270:1–2 doi:10.1148/radiol.13130078 pmid:24056404
    CrossRefPubMed
  16. 16.↵
    1. Zhou M,
    2. Chaudhury B,
    3. Hall LO, et al
    . Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction. J Magn Reson Imaging 2017;46:115–23 doi:10.1002/jmri.25497 pmid:27678245
    CrossRefPubMed
  17. 17.↵
    1. Banerjee S,
    2. Wang DS,
    3. Kim HJ, et al
    . A computed tomography radiogenomic biomarker predicts microvascular invasion and clinical outcomes in hepatocellular carcinoma. Hepatology 2015;62:792–800 doi:10.1002/hep.27877 pmid:25930992
    CrossRefPubMed
  18. 18.↵
    1. Stoyanova R,
    2. Takhar M,
    3. Tschudi Y, et al
    . Prostate cancer radiomics and the promise of radiogenomics. Transl Cancer Res 2016;5:432–47 doi:10.21037/tcr.2016.06.20 pmid:29188191
    CrossRefPubMed
  19. 19.↵
    1. Grimm LJ
    . Breast MRI radiogenomics: current status and research implications. J Magn Reson Imaging 2016;43:1269–78 doi:10.1002/jmri.25116 pmid:26663695
    CrossRefPubMed
  20. 20.↵
    1. Gibson P,
    2. Tong Y,
    3. Robinson G, et al
    . Subtypes of medulloblastoma have distinct developmental origins. Nature 2010;468:1095–99 doi:10.1038/nature09587 pmid:21150899
    CrossRefPubMedWeb of Science
  21. 21.↵
    1. Lastowska M,
    2. Jurkiewicz E,
    3. Trubicka J, et al
    . Contrast enhancement pattern predicts poor survival for patients with non-WNT/SHH medulloblastoma tumours. J Neurooncol 2015;123:65–73 doi:10.1007/s11060-015-1779-0 pmid:25862008
    CrossRefPubMed
  22. 22.↵
    1. Patay Z,
    2. DeSain LA,
    3. Hwang SN, et al
    . MR imaging characteristics of wingless-type-subgroup pediatric medulloblastoma. AJNR Am J Neuroradiol 2015;36:2386–93 doi:10.3174/ajnr.A4495 pmid:26338912
    Abstract/FREE Full Text
  23. 23.↵
    1. Perreault S,
    2. Ramaswamy V,
    3. Achrol AS, et al
    . MRI surrogates for molecular subgroups of medulloblastoma. AJNR Am J Neuroradiol 2014;35:1263–69 doi:10.3174/ajnr.A3990 pmid:24831600
    Abstract/FREE Full Text
  24. 24.↵
    1. Teo WY,
    2. Shen J,
    3. Su JM, et al
    . Implications of tumor location on subtypes of medulloblastoma. Pediatr Blood Cancer 2013;60:1408–10 doi:10.1002/pbc.24511 pmid:23512859
    CrossRefPubMed
  25. 25.↵
    1. Yeom KW,
    2. Mobley BC,
    3. Lober RM, et al
    . Distinctive MRI features of pediatric medulloblastoma subtypes. AJR Am J Roentgenol 2013;200:895–903 doi:10.2214/AJR.12.9249 pmid:23521467
    CrossRefPubMed
  26. 26.↵
    1. Zhao F,
    2. Li C,
    3. Zhou Q, et al
    . Distinctive localization and MRI features correlate of molecular subgroups in adult medulloblastoma. J Neurooncol 2017;135:353–60 doi:10.1007/s11060-017-2581-y pmid:28808827
    CrossRefPubMed
  27. 27.↵
    1. Northcott PA,
    2. Shih DJ,
    3. Remke M, et al
    . Rapid, reliable, and reproducible molecular sub-grouping of clinical medulloblastoma samples. Acta Neuropathol 2012;123:615–26 doi:10.1007/s00401-011-0899-7 pmid:22057785
    CrossRefPubMedWeb of Science
  28. 28.↵
    1. Echegaray S,
    2. Bakr S,
    3. Rubin DL, et al
    . Quantitative Image Feature Engine (QIFE): an open-source, modular engine for 3D quantitative feature extraction from volumetric medical images. J Digit Imaging 2018;31:403–14 doi:10.1007/s10278-017-0019-x pmid:28993897
    CrossRefPubMed
  29. 29.↵
    1. Wilcoxin F
    . Probability tables for individual comparisons by ranking methods. Biometrics 1947;3:119–22 doi:10.2307/3001946 pmid:18903631
    CrossRefPubMedWeb of Science
  30. 30.↵
    1. Pajtler KW,
    2. Witt H,
    3. Sill M, et al
    . Molecular classification of ependymal tumors across all CNS compartments, histopathological grades, and age groups. Cancer Cell 2015;27:728–43 doi:10.1016/j.ccell.2015.04.002 pmid:25965575
    CrossRefPubMed
  31. 31.↵
    1. Northcott PA,
    2. Buchhalter I,
    3. Morrissy AS, et al
    . The whole-genome landscape of medulloblastoma subtypes. Nature 2017;547:311–17 doi:10.1038/nature22973 pmid:28726821
    CrossRefPubMed
  32. 32.↵
    1. Cavalli FM,
    2. Remke M,
    3. Rampasek L, et al
    . Intertumoral heterogeneity within medulloblastoma subgroups. Cancer Cell 2017;31:737–54.e6 doi:10.1016/j.ccell.2017.05.005 pmid:28609654
    CrossRefPubMed
  33. 33.↵
    1. Gatenby RA,
    2. Grove O,
    3. Gillies RJ
    . Quantitative imaging in cancer evolution and ecology. Radiology 2013;269:8–15 doi:10.1148/radiol.13122697 pmid:24062559
    CrossRefPubMed
  34. 34.↵
    1. Kickingereder P,
    2. Neuberger U,
    3. Bonekamp D, et al
    . Radiomic subtyping improves disease stratification beyond key molecular, clinical and standard imaging characteristics in patients with glioblastoma. Neuro Oncol 2018;20:848–57 doi:10.1093/neuonc/nox188 pmid:29036412
    CrossRefPubMed
  35. 35.↵
    1. Grossmann P,
    2. Narayan V,
    3. Chang K, et al
    . Quantitative imaging biomarkers for risk stratification of patients with recurrent glioblastoma treated with bevacizumab. Neuro Oncol 2017;19:1688–97 doi:10.1093/neuonc/nox092 pmid:28499022
    CrossRefPubMed
  36. 36.↵
    1. Hu LS,
    2. Ning S,
    3. Eschbacher JM, et al
    . Radiogenomics to characterize regional genetic heterogeneity in glioblastoma. Neuro Oncol 2017;19:128–37 doi:10.1093/neuonc/now135 pmid:27502248
    CrossRefPubMed
  37. 37.↵
    1. Northcott PA,
    2. Shih DJ,
    3. Peacock J, et al
    . Subgroup-specific structural variation across 1,000 medulloblastoma genomes. Nature 2012;488:49–56 doi:10.1038/nature11327 pmid:22832581
    CrossRefPubMedWeb of Science
  38. 38.↵
    1. Lastowska M,
    2. Trubicka J,
    3. Niemira M, et al
    . Medulloblastoma with transitional features between group 3 and group 4 is associated with good prognosis. J Neurooncol 2018;138:231–40 doi:10.1007/s11060-018-2797-5 pmid:29427151
    CrossRefPubMed
  39. 39.↵
    1. Ellison DW,
    2. Dalton J,
    3. Kocak M, et al
    . Medulloblastoma: clinicopathological correlates of SHH, WNT, and non-SHH/WNT molecular subgroups. Acta Neuropathol 2011;121:381–96 doi:10.1007/s00401-011-0800-8 pmid:21267586
    CrossRefPubMedWeb of Science
  40. 40.↵
    1. Ford J,
    2. Dogan N,
    3. Young L, et al
    . Quantitative radiomics: impact of pulse sequence parameter selection on MRI-based textural features of the brain. Contrast Media & Molecular Imaging 2018. https://doi.org/10.1155/2018/1729071. Accessed August 16, 2018
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.
MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma
(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
M. Iv, M. Zhou, K. Shpanskaya, S. Perreault, Z. Wang, E. Tranvinh, B. Lanzman, S. Vajapeyam, N.A. Vitanza, P.G. Fisher, Y.J. Cho, S. Laughlin, V. Ramaswamy, M.D. Taylor, S.H. Cheshier, G.A. Grant, T. Young Poussaint, O. Gevaert, K.W. Yeom
MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma
American Journal of Neuroradiology Dec 2018, DOI: 10.3174/ajnr.A5899

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
MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma
M. Iv, M. Zhou, K. Shpanskaya, S. Perreault, Z. Wang, E. Tranvinh, B. Lanzman, S. Vajapeyam, N.A. Vitanza, P.G. Fisher, Y.J. Cho, S. Laughlin, V. Ramaswamy, M.D. Taylor, S.H. Cheshier, G.A. Grant, T. Young Poussaint, O. Gevaert, K.W. Yeom
American Journal of Neuroradiology Dec 2018, DOI: 10.3174/ajnr.A5899
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...

  • Evolving Role and Translation of Radiomics and Radiogenomics in Adult and Pediatric Neuro-Oncology
  • Anatomic Neuroimaging Characteristics of Posterior Fossa Type A Ependymoma Subgroups
  • A Diagnostic Algorithm for Posterior Fossa Tumors in Children: A Validation Study
  • Radiomics of Pediatric Low-Grade Gliomas: Toward a Pretherapeutic Differentiation of BRAF-Mutated and BRAF-Fused Tumors
  • Radiogenomics in Medulloblastoma: Can the Human Brain Compete with Artificial Intelligence and Machine Learning?
  • 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

Pediatric Neuroimaging

  • Comparing MRI Perfusion in Pediatric Brain Tumors
  • Sodium MRI in Pediatric Brain Tumors
  • FRACTURE MR in Congenital Vertebral Anomalies
Show more Pediatric Neuroimaging

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

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