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Research ArticleHead & Neck

Prediction of Human Papillomavirus Status and Overall Survival in Patients with Untreated Oropharyngeal Squamous Cell Carcinoma: Development and Validation of CT-Based Radiomics

Y. Choi, Y. Nam, J. Jang, N.-Y. Shin, K.-J. Ahn, B.-S. Kim, Y.-S. Lee and M.-S. Kim
American Journal of Neuroradiology October 2020, 41 (10) 1897-1904; DOI: https://doi.org/10.3174/ajnr.A6756
Y. Choi
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Y. Nam
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
bDivision of Biomedical Engineering (Y.N.), Hankuk University of Foreign Studies, Yongin-Si, Gyeonggi‐do, Republic of Korea
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J. Jang
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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N.-Y. Shin
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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K.-J. Ahn
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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B.-S. Kim
aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Y.-S. Lee
cDepartment of Hospital Pathology (Y.-S.L.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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M.-S. Kim
dDepartment of Otolaryngology-Head and Neck Surgery (M.S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Article Information

vol. 41 no. 10 1897-1904
DOI 
https://doi.org/10.3174/ajnr.A6756
PubMed 
32943420

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received January 20, 2020
  • Accepted after revision July 3, 2020
  • Published online October 6, 2020.

Copyright & Usage 
© 2020 by American Journal of Neuroradiology

Author Information

  1. Y. Choia,
  2. Y. Nama,b,
  3. J. Janga,
  4. N.-Y. Shina,
  5. K.-J. Ahna,
  6. B.-S. Kima,
  7. Y.-S. Leec and
  8. M.-S. Kimd
  1. aDepartment of Radiology (Y.C., Y.N., J.J., N.-Y.S, K.-J.A., B.-S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
  2. bDivision of Biomedical Engineering (Y.N.), Hankuk University of Foreign Studies, Yongin-Si, Gyeonggi‐do, Republic of Korea
  3. cDepartment of Hospital Pathology (Y.-S.L.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
  4. dDepartment of Otolaryngology-Head and Neck Surgery (M.S.K.), Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
  1. Please address correspondence to Kook-Jin Ahn, MD, PhD, Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul (06591), Korea; e-mail: ahn-kj{at}catholic.ac.kr
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Y. Choi, Y. Nam, J. Jang, N.-Y. Shin, K.-J. Ahn, B.-S. Kim, Y.-S. Lee, M.-S. Kim
Prediction of Human Papillomavirus Status and Overall Survival in Patients with Untreated Oropharyngeal Squamous Cell Carcinoma: Development and Validation of CT-Based Radiomics
American Journal of Neuroradiology Oct 2020, 41 (10) 1897-1904; DOI: 10.3174/ajnr.A6756

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Prediction of Human Papillomavirus Status and Overall Survival in Patients with Untreated Oropharyngeal Squamous Cell Carcinoma: Development and Validation of CT-Based Radiomics
Y. Choi, Y. Nam, J. Jang, N.-Y. Shin, K.-J. Ahn, B.-S. Kim, Y.-S. Lee, M.-S. Kim
American Journal of Neuroradiology Oct 2020, 41 (10) 1897-1904; DOI: 10.3174/ajnr.A6756
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  • Systematic review of prognostic models for predicting recurrence and survival in patients with treated oropharyngeal cancer
  • Crossref (19)
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Radiomics outperforms clinical factors in characterizing human papilloma virus (HPV) for patients with oropharyngeal squamous cell carcinomas
    Hassan Bagher-Ebadian, Farzan Siddiqui, Ahmed I Ghanem, Simeng Zhu, Mei Lu, Benjamin Movsas, Indrin J Chetty
    Biomedical Physics & Engineering Express 2022 8 4
  • Role of Texture Analysis in Oropharyngeal Carcinoma: A Systematic Review of the Literature
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    Cancers 2022 14 10
  • Deep learning–based multimodal segmentation of oropharyngeal squamous cell carcinoma on CT and MRI using self-configuring nnU-Net
    Yangsean Choi, Jooin Bang, Sang-Yeon Kim, Minkook Seo, Jinhee Jang
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  • MRI-Based Radiomics Models to Discriminate Hepatocellular Carcinoma and Non-Hepatocellular Carcinoma in LR-M According to LI-RADS Version 2018
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    Diagnostics 2022 12 5
  • The impact of radiomics for human papillomavirus status prediction in oropharyngeal cancer: systematic review and radiomics quality score assessment
    Gaia Spadarella, Lorenzo Ugga, Giuseppina Calareso, Rossella Villa, Serena D’Aniello, Renato Cuocolo
    Neuroradiology 2022 64 8
  • Artificial intelligence for HPV status prediction based on disease‐specific images in head and neck cancer: A systematic review and meta‐analysis
    Cheng Song, Xu Chen, Chao Tang, Peng Xue, Yu Jiang, Youlin Qiao
    Journal of Medical Virology 2023 95 9
  • Dual-energy CT-based radiomics nomogram in predicting histological differentiation of head and neck squamous carcinoma: a multicenter study
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  • Examining the effect of Medicaid expansion on early detection of head and neck cancer of the oral cavity and pharynx by HPV‐type and generosity of dental benefits
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    Cancer Reports 2023 6 8
  • Magnetic resonance imaging in naso-oropharyngeal carcinoma: role of texture analysis in the assessment of response to radiochemotherapy, a preliminary study
    Eleonora Bicci, Cosimo Nardi, Leonardo Calamandrei, Eleonora Barcali, Michele Pietragalla, Linda Calistri, Isacco Desideri, Francesco Mungai, Luigi Bonasera, Vittorio Miele
    La radiologia medica 2023 128 7
  • Imaging of human papilloma virus (HPV) related oropharynx tumour: what we know to date
    Eleonora Bicci, Leonardo Calamandrei, Francesco Mungai, Vincenza Granata, Roberta Fusco, Federica De Muzio, Luigi Bonasera, Vittorio Miele
    Infectious Agents and Cancer 2023 18 1

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