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 ArticleHead and Neck Imaging

Using Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinomas on CT

K. Buch, A. Fujita, B. Li, Y. Kawashima, M.M. Qureshi and O. Sakai
American Journal of Neuroradiology July 2015, 36 (7) 1343-1348; DOI: https://doi.org/10.3174/ajnr.A4285
K. Buch
aFrom the Departments of Radiology (K.B., A.F., B.L., Y.K., O.S.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
A. Fujita
aFrom the Departments of Radiology (K.B., A.F., B.L., Y.K., O.S.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
B. Li
aFrom the Departments of Radiology (K.B., A.F., B.L., Y.K., O.S.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Y. Kawashima
aFrom the Departments of Radiology (K.B., A.F., B.L., Y.K., O.S.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
M.M. Qureshi
bRadiation Oncology (M.M.Q., O.S.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
O. Sakai
aFrom the Departments of Radiology (K.B., A.F., B.L., Y.K., O.S.)
bRadiation Oncology (M.M.Q., O.S.)
cOtolaryngology–Head and Neck Surgery (O.S.), Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

REFERENCES

  1. 1.↵
    1. Chaturvedi AK
    . Epidemiology and clinical aspects of HPV in head and neck cancers. Head Neck Pathol 2012;(6 suppl 1):S16–24
  2. 2.↵
    1. Näsman A,
    2. Attner P,
    3. Hammarstedt L, et al
    . Incidence of human papillomavirus (HPV) positive tonsillar carcinoma in Stockholm, Sweden: an epidemic of viral-induced carcinoma? Int J Cancer 2009;125:362–66
    CrossRefPubMedWeb of Science
  3. 3.↵
    1. Panwar A,
    2. Batra R,
    3. Lydiatt WM, et al
    . Human papilloma virus positive oropharyngeal squamous cell carcinoma: a growing epidemic. Cancer Treat Rev 2014;40:215–19
    CrossRefPubMed
  4. 4.↵
    1. Pytynia KB,
    2. Dahlstrom KR,
    3. Sturgis EM
    . Epidemiology of HPV-associated oropharyngeal cancer. Oral Oncol 2014;50:380–86
    CrossRefPubMedWeb of Science
  5. 5.↵
    1. Westra WH
    . The changing face of head and neck cancer in the 21st century: the impact of HPV on the epidemiology and pathology of oral cancer. Head Neck Pathol 2009;3:78–81
    CrossRefPubMed
  6. 6.↵
    1. D'Souza G,
    2. Kreimer AR,
    3. Viscidi R, et al
    . Case-control study of human papillomavirus and oropharyngeal cancer. N Engl J Med 2007;356:1944–56
    CrossRefPubMedWeb of Science
  7. 7.↵
    1. Ang KK,
    2. Harris J,
    3. Wheeler R, et al
    . Human papillomavirus and survival of patients with oropharyngeal cancer. N Engl J Med 2010;363:24–35
    CrossRefPubMedWeb of Science
  8. 8.↵
    1. Cantrell SC,
    2. Peck BW,
    3. Li G, et al
    . Differences in imaging characteristics of HPV-positive and HPV-negative oropharyngeal cancers: a blinded matched-pair analysis. AJNR Am J Neuroradiol 2013;34:2005–09
    Abstract/FREE Full Text
  9. 9.↵
    1. Fakhry C,
    2. Westra WH,
    3. Li S, et al
    . Improved survival of patients with human papillomavirus-positive head and neck squamous cell carcinoma in a prospective clinical trial. J Natl Cancer Inst 2008;100:261–69
    Abstract/FREE Full Text
  10. 10.↵
    1. Kumar B,
    2. Cordell KG,
    3. Lee JS, et al
    . Response to therapy and outcomes in oropharyngeal cancer are associated with biomarkers including human papillomavirus, epidermal growth factor receptor, gender, and smoking. Int J Radiat Oncol Biol Phys 2007;69:S109–11
    PubMedWeb of Science
  11. 11.↵
    1. Weinberger PM,
    2. Yu Z,
    3. Haffty BG, et al
    . Molecular classification identifies a subset of human papillomavirus–associated oropharyngeal cancers with favorable prognosis. J Clin Oncol 2006;24:736–47
    Abstract/FREE Full Text
  12. 12.↵
    1. de Carvalho Alegro M,
    2. Valotta Silva A,
    3. Yumi Bando S, et al
    . Texture analysis of high resolution MRI allows discrimination between febrile and afebrile initial precipitating injury in mesial temporal sclerosis. Magn Reson Med 2012;68:1647–53
    CrossRefPubMed
  13. 13.↵
    1. Mayerhoefer ME,
    2. Stelzeneder D,
    3. Bachbauer W, et al
    . Quantitative analysis of lumbar intervertebral disc abnormalities at 3.0 Tesla: value of T(2) texture features and geometric parameters. NMR Biomed 2012;25:866–72
    CrossRefPubMedWeb of Science
  14. 14.↵
    1. Risse F,
    2. Pesic J,
    3. Young S, et al
    . A texture analysis approach to quantify ventilation changes in hyperpolarised 3He MRI of the rat lung in an asthma model. NMR Biomed 2012;25:131–41
    CrossRefPubMed
  15. 15.↵
    1. Fujimoto K,
    2. Tonan T,
    3. Azuma S, et al
    . Evaluation of the mean and entropy of apparent diffusion coefficient values in chronic hepatitis C: correlation with pathologic fibrosis stage and inflammatory activity grade. Radiology 2011;258:739–48
    CrossRefPubMed
  16. 16.↵
    1. Jirák D,
    2. Dezortová M,
    3. Taimr P, et al
    . Texture analysis of human liver. J Magn Reson Imaging 2002;15:68–74
    CrossRefPubMedWeb of Science
  17. 17.↵
    1. Anderson SW,
    2. Jara H,
    3. Ozonoff A, et al
    . Effect of disease progression on liver apparent diffusion coefficient and T2 values in a murine model of hepatic fibrosis at 11.7 Tesla MRI. J Magn Reson Imaging 2012;35:140–46
    CrossRefPubMed
  18. 18.↵
    1. Haralick R,
    2. Shanmugam K,
    3. Dinstein I
    . Textural features for image classification. IEEE Transactions on Systems, Man and Cybernetics 1973;SMC-3:610–21
    CrossRef
  19. 19.↵
    1. Glickman ME,
    2. Rao SR,
    3. Schultz M
    . False discovery rate control is a recommended alternative to Bonferroni-type adjustments in health studies. J Clin Epidemiol 2014;67:850–57
    CrossRefPubMed
  20. 20.↵
    1. Goldenberg D,
    2. Begum S,
    3. Westra WH, et al
    . Cystic lymph node metastasis in patients with head and neck cancer: an HPV-associated phenomenon. Head Neck 2008;30:898–903
    CrossRefPubMed
  21. 21.↵
    1. Marur S,
    2. D'Souza G,
    3. Westra WH, et al
    . HPV-associated head and neck cancer: a virus-related cancer epidemic. Lancet Oncol 2010;11:781–89
    CrossRefPubMedWeb of Science
  22. 22.↵
    1. El-Mofty SK,
    2. Zhang MQ,
    3. Davila RM
    . Histologic identification of human papillomavirus (HPV)-related squamous cell carcinoma in cervical lymph nodes: a reliable predictor of the site of an occult head and neck primary carcinoma. Head Neck Pathol 2008;2:163–68
    CrossRefPubMed
  23. 23.↵
    1. de Oliveira MS,
    2. D'Abreu A,
    3. França MC Jr., et al
    . MRI-texture analysis of corpus callosum, thalamus, putamen, and caudate in Machado-Joseph disease. J Neuroimaging 2012;22:46–52
    CrossRefPubMed
  24. 24.↵
    1. Tozer DJ,
    2. Marongiu G,
    3. Swanton JK, et al
    . Texture analysis of magnetization transfer maps from patients with clinically isolated syndrome and multiple sclerosis. J Magn Reson Imaging 2009;30:506–13
    CrossRefPubMedWeb of Science
  25. 25.↵
    1. Joseph GB,
    2. Baum T,
    3. Carballido-Gamio J, et al
    . Texture analysis of cartilage T2 maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T2 compared to normal controls—data from the osteoarthritis initiative. Arthritis Res Ther 2011;13:R153
    CrossRefPubMed
PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 36 (7)
American Journal of Neuroradiology
Vol. 36, Issue 7
1 Jul 2015
  • 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.
Using Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinomas on CT
(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
K. Buch, A. Fujita, B. Li, Y. Kawashima, M.M. Qureshi, O. Sakai
Using Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinomas on CT
American Journal of Neuroradiology Jul 2015, 36 (7) 1343-1348; DOI: 10.3174/ajnr.A4285

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
Using Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinomas on CT
K. Buch, A. Fujita, B. Li, Y. Kawashima, M.M. Qureshi, O. Sakai
American Journal of Neuroradiology Jul 2015, 36 (7) 1343-1348; DOI: 10.3174/ajnr.A4285
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...

  • Radiomics with super-voxel segmentation improves HPV prediction accuracy significantly in oropharyngeal cancer
  • Prediction of Human Papillomavirus Status and Overall Survival in Patients with Untreated Oropharyngeal Squamous Cell Carcinoma: Development and Validation of CT-Based Radiomics
  • Prediction of Tumor Grade and Nodal Status in Oropharyngeal and Oral Cavity Squamous-cell Carcinoma Using a Radiomic Approach
  • CT Texture Analysis of Cervical Lymph Nodes on Contrast-Enhanced [18F] FDG-PET/CT Images to Differentiate Nodal Metastases from Reactive Lymphadenopathy in HIV-Positive Patients with Head and Neck Squamous Cell Carcinoma
  • CT Texture Analysis: Defining and Integrating New Biomarkers for Advanced Oncologic Imaging in Precision Medicine: A Comment on "CT Texture Analysis Potentially Predicts Local Failure in Head and Neck Squamous Cell Carcinoma Treated with Chemoradiotherapy"
  • CT Texture Analysis Potentially Predicts Local Failure in Head and Neck Squamous Cell Carcinoma Treated with Chemoradiotherapy
  • MRI-Based Texture Analysis to Differentiate Sinonasal Squamous Cell Carcinoma from Inverted Papilloma
  • Quantitative Assessment of Variation in CT Parameters on Texture Features: Pilot Study Using a Nonanatomic Phantom
  • 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

  • Hydrops Herniation into the Semicircular Canals
  • ASL Sensitivity for Head and Neck Paraganglioma
  • Post SRS Peritumoral Hyperintense Signal of VSs
Show more HEAD AND NECK 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