TY - JOUR AU - Forghani, R. AU - Savadjiev, P. AU - Chatterjee, A. AU - Muthukrishnan, N. AU - Reinhold, C. AU - Forghani, B. PY - 2019 DA - 2019// TI - Radiomics and artificial intelligence for biomarker and prediction model development in oncology JO - Comput Struct Biotechnol J VL - 17 UR - https://doi.org/10.1016/j.csbj.2019.07.001 DO - 10.1016/j.csbj.2019.07.001 ID - Forghani2019 ER - TY - JOUR AU - Gillies, R. J. AU - Kinahan, P. E. AU - Hricak, H. PY - 2016 DA - 2016// TI - Radiomics: images are more than pictures, They Are Data JO - Radiology VL - 278 UR - https://doi.org/10.1148/radiol.2015151169 DO - 10.1148/radiol.2015151169 ID - Gillies2016 ER - TY - JOUR AU - Yip, S. S. AU - Aerts, H. J. PY - 2016 DA - 2016// TI - Applications and limitations of radiomics JO - Phys Med Biol VL - 61 UR - https://doi.org/10.1088/0031-9155/61/13/R150 DO - 10.1088/0031-9155/61/13/R150 ID - Yip2016 ER - TY - JOUR AU - Pinker, K. AU - Shitano, F. AU - Sala, E. AU - Do, R. K. AU - Young, R. J. AU - Wibmer, A. G. PY - 2018 DA - 2018// TI - Background, current role, and potential applications of radiogenomics JO - J Magn Reson Imaging VL - 47 UR - https://doi.org/10.1002/jmri.25870 DO - 10.1002/jmri.25870 ID - Pinker2018 ER - TY - JOUR AU - Gerlinger, M. AU - Rowan, A. J. AU - Horswell, S. AU - Math, M. AU - Larkin, J. AU - Endesfelder, D. PY - 2012 DA - 2012// TI - Intratumor heterogeneity and branched evolution revealed by multiregion sequencing JO - N Engl J Med VL - 366 UR - https://doi.org/10.1056/NEJMoa1113205 DO - 10.1056/NEJMoa1113205 ID - Gerlinger2012 ER - TY - JOUR AU - Traverso, A. AU - Wee, L. AU - Dekker, A. AU - Gillies, R. PY - 2018 DA - 2018// TI - Repeatability and reproducibility of Radiomic features: a systematic review JO - Int J Radiat Oncol Biol Phys VL - 102 UR - https://doi.org/10.1016/j.ijrobp.2018.05.053 DO - 10.1016/j.ijrobp.2018.05.053 ID - Traverso2018 ER - TY - JOUR AU - Balagurunathan, Y. AU - Kumar, V. AU - Gu, Y. AU - Kim, J. AU - Wang, H. AU - Liu, Y. PY - 2014 DA - 2014// TI - Test-retest reproducibility analysis of lung CT image features JO - J Digit Imaging VL - 27 UR - https://doi.org/10.1007/s10278-014-9716-x DO - 10.1007/s10278-014-9716-x ID - Balagurunathan2014 ER - TY - JOUR AU - Leijenaar, R. T. AU - Carvalho, S. AU - Velazquez, E. R. AU - Elmpt, W. J. AU - Parmar, C. AU - Hoekstra, O. S. PY - 2013 DA - 2013// TI - Stability of FDG-PET Radiomics features: an integrated analysis of test-retest and inter-observer variability JO - Acta Oncol VL - 52 UR - https://doi.org/10.3109/0284186X.2013.812798 DO - 10.3109/0284186X.2013.812798 ID - Leijenaar2013 ER - TY - JOUR AU - Fiset, S. AU - Welch, M. L. AU - Weiss, J. AU - Pintilie, M. AU - Conway, J. L. AU - Milosevic, M. PY - 2019 DA - 2019// TI - Repeatability and reproducibility of MRI-based radiomic features in cervical cancer JO - Radiother Oncol VL - 135 UR - https://doi.org/10.1016/j.radonc.2019.03.001 DO - 10.1016/j.radonc.2019.03.001 ID - Fiset2019 ER - TY - JOUR AU - Mackin, D. AU - Fave, X. AU - Zhang, L. AU - Fried, D. AU - Yang, J. AU - Taylor, B. PY - 2015 DA - 2015// TI - Measuring computed tomography scanner variability of Radiomics features JO - Investig Radiol VL - 50 UR - https://doi.org/10.1097/RLI.0000000000000180 DO - 10.1097/RLI.0000000000000180 ID - Mackin2015 ER - TY - JOUR AU - Bologna, M. AU - Corino, V. AU - Mainardi, L. PY - 2019 DA - 2019// TI - Technical note: virtual phantom analyses for preprocessing evaluation and detection of a robust feature set for MRI-radiomics of the brain JO - Med Phys VL - 46 UR - https://doi.org/10.1002/mp.13834 DO - 10.1002/mp.13834 ID - Bologna2019 ER - TY - JOUR AU - Zhao, B. AU - Tan, Y. AU - Tsai, W. Y. AU - Qi, J. AU - Xie, C. AU - Lu, L. PY - 2016 DA - 2016// TI - Reproducibility of radiomics for deciphering tumor phenotype with imaging JO - Sci Rep VL - 6 UR - https://doi.org/10.1038/srep23428 DO - 10.1038/srep23428 ID - Zhao2016 ER - TY - JOUR AU - Yan, J. AU - Chu-Shern, J. L. AU - Loi, H. Y. AU - Khor, L. K. AU - Sinha, A. K. AU - Quek, S. T. PY - 2015 DA - 2015// TI - Impact of Image reconstruction settings on texture features in 18F-FDG PET JO - J Nucl Med VL - 56 UR - https://doi.org/10.2967/jnumed.115.156927 DO - 10.2967/jnumed.115.156927 ID - Yan2015 ER - TY - JOUR AU - Oliver, J. A. AU - Budzevich, M. AU - Zhang, G. G. AU - Dilling, T. J. AU - Latifi, K. AU - Moros, E. G. PY - 2015 DA - 2015// TI - Variability of Image features computed from conventional and respiratory-gated PET/CT images of lung Cancer JO - Transl Oncol VL - 8 UR - https://doi.org/10.1016/j.tranon.2015.11.013 DO - 10.1016/j.tranon.2015.11.013 ID - Oliver2015 ER - TY - JOUR AU - Bagher-Ebadian, H. AU - Siddiqui, F. AU - Liu, C. AU - Movsas, B. AU - Chetty, I. J. PY - 2017 DA - 2017// TI - On the impact of smoothing and noise on robustness of CT and CBCT radiomics features for patients with head and neck cancers JO - Med Phys VL - 44 UR - https://doi.org/10.1002/mp.12188 DO - 10.1002/mp.12188 ID - Bagher-Ebadian2017 ER - TY - JOUR AU - Bogowicz, M. AU - Riesterer, O. AU - Bundschuh, R. A. AU - Veit-Haibach, P. AU - Hullner, M. AU - Studer, G. PY - 2016 DA - 2016// TI - Stability of radiomic features in CT perfusion maps JO - Phys Med Biol VL - 61 UR - https://doi.org/10.1088/1361-6560/61/24/8736 DO - 10.1088/1361-6560/61/24/8736 ID - Bogowicz2016 ER - TY - JOUR AU - Lu, L. AU - Lv, W. AU - Jiang, J. AU - Ma, J. AU - Feng, Q. AU - Rahmim, A. PY - 2016 DA - 2016// TI - Robustness of Radiomic features in [(11)C]choline and [(18)F]FDG PET/CT imaging of nasopharyngeal carcinoma: impact of segmentation and discretization JO - Mol Imaging Biol VL - 18 UR - https://doi.org/10.1007/s11307-016-0973-6 DO - 10.1007/s11307-016-0973-6 ID - Lu2016 ER - TY - JOUR AU - Aerts, H. J. AU - Velazquez, E. R. AU - Leijenaar, R. T. AU - Parmar, C. AU - Grossmann, P. AU - Carvalho, S. PY - 2014 DA - 2014// TI - Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach JO - Nat Commun VL - 5 UR - https://doi.org/10.1038/ncomms5006 DO - 10.1038/ncomms5006 ID - Aerts2014 ER - TY - JOUR AU - Velden, F. H. AU - Kramer, G. M. AU - Frings, V. AU - Nissen, I. A. AU - Mulder, E. R. AU - Langen, A. J. PY - 2016 DA - 2016// TI - Repeatability of Radiomic features in non-small-cell lung Cancer [(18)F]FDG-PET/CT studies: impact of reconstruction and delineation JO - Mol Imaging Biol VL - 18 UR - https://doi.org/10.1007/s11307-016-0940-2 DO - 10.1007/s11307-016-0940-2 ID - Velden2016 ER - TY - JOUR AU - Larue, R. T. AU - Defraene, G. AU - Ruysscher, D. AU - Lambin, P. AU - Elmpt, W. PY - 2017 DA - 2017// TI - Quantitative radiomics studies for tissue characterization: a review of technology and methodological procedures JO - Br J Radiol VL - 90 UR - https://doi.org/10.1259/bjr.20160665 DO - 10.1259/bjr.20160665 ID - Larue2017 ER - TY - STD TI - Zwanenburg A, Leger S, Vallières M, Löck S. Image biomarker standardisation initiative. arXiv e-prints. 2016;2016 Available from: https://ui.adsabs.harvard.edu/abs/2016arXiv161207003Z. UR - https://ui.adsabs.harvard.edu/abs/2016arXiv161207003Z ID - ref21 ER - TY - JOUR AU - Kinahan, P. E. AU - Fletcher, J. W. PY - 2010 DA - 2010// TI - Positron emission tomography-computed tomography standardized uptake values in clinical practice and assessing response to therapy JO - Semin Ultrasound CT MR VL - 31 UR - https://doi.org/10.1053/j.sult.2010.10.001 DO - 10.1053/j.sult.2010.10.001 ID - Kinahan2010 ER - TY - JOUR AU - Vallieres, M. AU - Kay-Rivest, E. AU - Perrin, L. J. AU - Liem, X. AU - Furstoss, C. AU - Aerts, H. PY - 2017 DA - 2017// TI - Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer JO - Sci Rep VL - 7 UR - https://doi.org/10.1038/s41598-017-10371-5 DO - 10.1038/s41598-017-10371-5 ID - Vallieres2017 ER - TY - JOUR AU - Lv, W. AU - Yuan, Q. AU - Wang, Q. AU - Ma, J. AU - Feng, Q. AU - Chen, W. PY - 2019 DA - 2019// TI - Radiomics analysis of PET and CT components of PET/CT imaging integrated with clinical parameters: application to prognosis for nasopharyngeal carcinoma JO - Mol Imaging Biol VL - 21 UR - https://doi.org/10.1007/s11307-018-01304-3 DO - 10.1007/s11307-018-01304-3 ID - Lv2019 ER - TY - JOUR AU - Bogowicz, M. AU - Riesterer, O. AU - Stark, L. S. AU - Studer, G. AU - Unkelbach, J. AU - Guckenberger, M. PY - 2017 DA - 2017// TI - Comparison of PET and CT radiomics for prediction of local tumor control in head and neck squamous cell carcinoma JO - Acta Oncol VL - 56 UR - https://doi.org/10.1080/0284186X.2017.1346382 DO - 10.1080/0284186X.2017.1346382 ID - Bogowicz2017 ER - TY - JOUR AU - Shinohara, R. T. AU - Sweeney, E. M. AU - Goldsmith, J. AU - Shiee, N. AU - Mateen, F. J. AU - Calabresi, P. A. PY - 2014 DA - 2014// TI - Statistical normalization techniques for magnetic resonance imaging JO - Neuroimage Clin VL - 6 UR - https://doi.org/10.1016/j.nicl.2014.08.008 DO - 10.1016/j.nicl.2014.08.008 ID - Shinohara2014 ER - TY - JOUR AU - Wang, G. AU - He, L. AU - Yuan, C. AU - Huang, Y. AU - Liu, Z. AU - Liang, C. PY - 2018 DA - 2018// TI - Pretreatment MR imaging radiomics signatures for response prediction to induction chemotherapy in patients with nasopharyngeal carcinoma JO - Eur J Radiol VL - 98 UR - https://doi.org/10.1016/j.ejrad.2017.11.007 DO - 10.1016/j.ejrad.2017.11.007 ID - Wang2018 ER - TY - JOUR AU - Liu, J. AU - Mao, Y. AU - Li, Z. AU - Zhang, D. AU - Zhang, Z. AU - Hao, S. PY - 2016 DA - 2016// TI - Use of texture analysis based on contrast-enhanced MRI to predict treatment response to chemoradiotherapy in nasopharyngeal carcinoma JO - J Magn Reson Imaging VL - 44 UR - https://doi.org/10.1002/jmri.25156 DO - 10.1002/jmri.25156 ID - Liu2016 ER - TY - JOUR AU - Parmar, C. AU - Grossmann, P. AU - Rietveld, D. AU - Rietbergen, M. M. AU - Lambin, P. AU - Aerts, H. J. PY - 2015 DA - 2015// TI - Radiomic machine-learning classifiers for prognostic biomarkers of Head and neck Cancer JO - Front Oncol VL - 5 UR - https://doi.org/10.3389/fonc.2015.00272 DO - 10.3389/fonc.2015.00272 ID - Parmar2015 ER - TY - JOUR AU - Leger, S. AU - Zwanenburg, A. AU - Pilz, K. AU - Lohaus, F. AU - Linge, A. AU - Zophel, K. PY - 2017 DA - 2017// TI - A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling JO - Sci Rep VL - 7 UR - https://doi.org/10.1038/s41598-017-13448-3 DO - 10.1038/s41598-017-13448-3 ID - Leger2017 ER - TY - JOUR PY - 2018 DA - 2018// TI - Investigation of radiomic signatures for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients JO - Sci Rep VL - 8 UR - https://doi.org/10.1038/s41598-017-14687-0 DO - 10.1038/s41598-017-14687-0 ID - ref31 ER - TY - JOUR AU - Zdilar, L. AU - Vock, D. M. AU - Marai, G. E. AU - Fuller, C. D. AU - Mohamed, A. S. R. AU - Elhalawani, H. PY - 2018 DA - 2018// TI - Evaluating the effect of right-censored end point transformation for Radiomic feature selection of data from patients with Oropharyngeal Cancer JO - JCO Clin Cancer Inform. VL - 2 UR - https://doi.org/10.1200/CCI.18.00052 DO - 10.1200/CCI.18.00052 ID - Zdilar2018 ER - TY - JOUR AU - Zhang, L. AU - Fried, D. V. AU - Fave, X. J. AU - Hunter, L. A. AU - Yang, J. AU - Court, L. E. PY - 2015 DA - 2015// TI - IBEX: an open infrastructure software platform to facilitate collaborative work in radiomics JO - Med Phys VL - 42 UR - https://doi.org/10.1118/1.4908210 DO - 10.1118/1.4908210 ID - Zhang2015 ER - TY - JOUR AU - Griethuysen, J. J. M. AU - Fedorov, A. AU - Parmar, C. AU - Hosny, A. AU - Aucoin, N. AU - Narayan, V. PY - 2017 DA - 2017// TI - Computational Radiomics system to decode the radiographic phenotype JO - Cancer Res VL - 77 UR - https://doi.org/10.1158/0008-5472.CAN-17-0339 DO - 10.1158/0008-5472.CAN-17-0339 ID - Griethuysen2017 ER - TY - JOUR AU - Ger, R. B. AU - Zhou, S. AU - Elgohari, B. AU - Elhalawani, H. AU - Mackin, D. M. AU - Meier, J. G. PY - 2019 DA - 2019// TI - Radiomics features of the primary tumor fail to improve prediction of overall survival in large cohorts of CT- and PET-imaged head and neck cancer patients JO - PLoS One VL - 14 UR - https://doi.org/10.1371/journal.pone.0222509 DO - 10.1371/journal.pone.0222509 ID - Ger2019 ER - TY - JOUR AU - Liang, Z. G. AU - Tan, H. Q. AU - Zhang, F. AU - Rui Tan, L. K. AU - Lin, L. AU - Lenkowicz, J. PY - 2019 DA - 2019// TI - Comparison of radiomics tools for image analyses and clinical prediction in nasopharyngeal carcinoma JO - Br J Radiol VL - 92 UR - https://doi.org/10.1259/bjr.20190271 DO - 10.1259/bjr.20190271 ID - Liang2019 ER - TY - JOUR AU - Zhang, L. AU - Dong, D. AU - Li, H. AU - Tian, J. AU - Ouyang, F. AU - Mo, X. PY - 2019 DA - 2019// TI - Development and validation of a magnetic resonance imaging-based model for the prediction of distant metastasis before initial treatment of nasopharyngeal carcinoma: a retrospective cohort study JO - EBioMedicine. VL - 40 UR - https://doi.org/10.1016/j.ebiom.2019.01.013 DO - 10.1016/j.ebiom.2019.01.013 ID - Zhang2019 ER - TY - JOUR AU - Choy, G. AU - Khalilzadeh, O. AU - Michalski, M. AU - Do, S. AU - Samir, A. E. AU - Pianykh, O. S. PY - 2018 DA - 2018// TI - Current applications and future impact of machine learning in radiology JO - Radiology. VL - 288 UR - https://doi.org/10.1148/radiol.2018171820 DO - 10.1148/radiol.2018171820 ID - Choy2018 ER - TY - JOUR AU - Mourad, M. AU - Jetmore, T. AU - Jategaonkar, A. A. AU - Moubayed, S. AU - Moshier, E. AU - Urken, M. L. PY - 2017 DA - 2017// TI - Epidemiological trends of Head and neck Cancer in the United States: a SEER population study JO - J Oral Maxillofac Surg VL - 75 UR - https://doi.org/10.1016/j.joms.2017.05.008 DO - 10.1016/j.joms.2017.05.008 ID - Mourad2017 ER - TY - JOUR AU - Gillison, M. L. AU - Chaturvedi, A. K. AU - Anderson, W. F. AU - Fakhry, C. PY - 2015 DA - 2015// TI - Epidemiology of human papillomavirus-positive Head and neck squamous cell carcinoma JO - J Clin Oncol VL - 33 UR - https://doi.org/10.1200/JCO.2015.61.6995 DO - 10.1200/JCO.2015.61.6995 ID - Gillison2015 ER - TY - JOUR AU - Mehanna, H. AU - Beech, T. AU - Nicholson, T. AU - El-Hariry, I. AU - McConkey, C. AU - Paleri, V. PY - 2013 DA - 2013// TI - Prevalence of human papillomavirus in oropharyngeal and nonoropharyngeal head and neck cancer--systematic review and meta-analysis of trends by time and region JO - Head Neck VL - 35 UR - https://doi.org/10.1002/hed.22015 DO - 10.1002/hed.22015 ID - Mehanna2013 ER - TY - JOUR AU - Ang, K. K. AU - Harris, J. AU - Wheeler, R. AU - Weber, R. AU - Rosenthal, D. I. AU - Nguyen-Tan, P. F. PY - 2010 DA - 2010// TI - Human papillomavirus and survival of patients with oropharyngeal cancer JO - N Engl J Med VL - 363 UR - https://doi.org/10.1056/NEJMoa0912217 DO - 10.1056/NEJMoa0912217 ID - Ang2010 ER - TY - JOUR AU - Benson, E. AU - Li, R. AU - Eisele, D. AU - Fakhry, C. PY - 2014 DA - 2014// TI - The clinical impact of HPV tumor status upon head and neck squamous cell carcinomas JO - Oral Oncol VL - 50 UR - https://doi.org/10.1016/j.oraloncology.2013.09.008 DO - 10.1016/j.oraloncology.2013.09.008 ID - Benson2014 ER - TY - JOUR AU - Lydiatt, W. M. AU - Patel, S. G. AU - O'Sullivan, B. AU - Brandwein, M. S. AU - Ridge, J. A. AU - Migliacci, J. C. PY - 2017 DA - 2017// TI - Head and neck cancers-major changes in the American joint committee on cancer eighth edition cancer staging manual JO - CA Cancer J Clin VL - 67 UR - https://doi.org/10.3322/caac.21389 DO - 10.3322/caac.21389 ID - Lydiatt2017 ER - TY - JOUR AU - Glastonbury, C. M. AU - Mukherji, S. K. AU - O'Sullivan, B. AU - Lydiatt, W. M. PY - 2017 DA - 2017// TI - Setting the stage for 2018: how the changes in the American joint committee on Cancer/Union for International Cancer Control Cancer staging manual eighth edition impact radiologists JO - AJNR Am J Neuroradiol VL - 38 UR - https://doi.org/10.3174/ajnr.A5409 DO - 10.3174/ajnr.A5409 ID - Glastonbury2017 ER - TY - JOUR AU - Wookey, V. B. AU - Appiah, A. K. AU - Kallam, A. AU - Ernani, V. AU - Smith, L. M. AU - Ganti, A. K. PY - 2019 DA - 2019// TI - HPV status and survival in non-Oropharyngeal squamous cell carcinoma of the Head and neck JO - Anticancer Res VL - 39 UR - https://doi.org/10.21873/anticanres.13299 DO - 10.21873/anticanres.13299 ID - Wookey2019 ER - TY - STD TI - Burr AR, Harari PM, Ko HC, Chen S, Yu M, Baschnagel AM, et al. HPV impacts survival of stage IVC non-oropharyngeal HNSCC cancer patients. Otorhinolaryngol Head Neck Surg.2018;3(1):1–7. https://doi.org/10.15761/OHNS.1000160. ID - ref47 ER - TY - JOUR AU - Buch, K. AU - Fujita, A. AU - Li, B. AU - Kawashima, Y. AU - Qureshi, M. M. AU - Sakai, O. PY - 2015 DA - 2015// TI - Using texture analysis to determine human papillomavirus status of Oropharyngeal squamous cell carcinomas on CT JO - AJNR Am J Neuroradiol VL - 36 UR - https://doi.org/10.3174/ajnr.A4285 DO - 10.3174/ajnr.A4285 ID - Buch2015 ER - TY - JOUR AU - Fujita, A. AU - Buch, K. AU - Li, B. AU - Kawashima, Y. AU - Qureshi, M. M. AU - Sakai, O. PY - 2016 DA - 2016// TI - Difference between HPV-positive and HPV-negative non-Oropharyngeal Head and neck Cancer: texture analysis features on CT JO - J Comput Assist Tomogr VL - 40 UR - https://doi.org/10.1097/RCT.0000000000000320 DO - 10.1097/RCT.0000000000000320 ID - Fujita2016 ER - TY - JOUR AU - Bogowicz, M. AU - Riesterer, O. AU - Ikenberg, K. AU - Stieb, S. AU - Moch, H. AU - Studer, G. PY - 2017 DA - 2017// TI - Computed tomography Radiomics predicts HPV status and local tumor control after definitive Radiochemotherapy in Head and neck squamous cell carcinoma JO - Int J Radiat Oncol Biol Phys VL - 99 UR - https://doi.org/10.1016/j.ijrobp.2017.06.002 DO - 10.1016/j.ijrobp.2017.06.002 ID - Bogowicz2017 ER - TY - JOUR AU - Huang, C. AU - Cintra, M. AU - Brennan, K. AU - Zhou, M. AU - Colevas, A. D. AU - Fischbein, N. PY - 2019 DA - 2019// TI - Development and validation of radiomic signatures of head and neck squamous cell carcinoma molecular features and subtypes JO - EBioMedicine. VL - 45 UR - https://doi.org/10.1016/j.ebiom.2019.06.034 DO - 10.1016/j.ebiom.2019.06.034 ID - Huang2019 ER - TY - JOUR AU - Leijenaar, R. T. AU - Bogowicz, M. AU - Jochems, A. AU - Hoebers, F. J. AU - Wesseling, F. W. AU - Huang, S. H. PY - 2018 DA - 2018// TI - Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study JO - Br J Radiol VL - 91 UR - https://doi.org/10.1259/bjr.20170498 DO - 10.1259/bjr.20170498 ID - Leijenaar2018 ER - TY - JOUR AU - Mungai, F. AU - Verrone, G. B. AU - Pietragalla, M. AU - Berti, V. AU - Addeo, G. AU - Desideri, I. PY - 2019 DA - 2019// TI - CT assessment of tumor heterogeneity and the potential for the prediction of human papillomavirus status in oropharyngeal squamous cell carcinoma JO - Radiol Med VL - 124 UR - https://doi.org/10.1007/s11547-019-01028-6 DO - 10.1007/s11547-019-01028-6 ID - Mungai2019 ER - TY - JOUR AU - Parmar, C. AU - Leijenaar, R. T. AU - Grossmann, P. AU - Rios Velazquez, E. AU - Bussink, J. AU - Rietveld, D. PY - 2015 DA - 2015// TI - Radiomic feature clusters and prognostic signatures specific for lung and Head & Neck cancer JO - Sci Rep VL - 5 UR - https://doi.org/10.1038/srep11044 DO - 10.1038/srep11044 ID - Parmar2015 ER - TY - JOUR AU - Ranjbar, S. AU - Ning, S. AU - Zwart, C. M. AU - Wood, C. P. AU - Weindling, S. M. AU - Wu, T. PY - 2018 DA - 2018// TI - Computed tomography-based texture analysis to determine human papillomavirus status of Oropharyngeal squamous cell carcinoma JO - J Comput Assist Tomogr VL - 42 UR - https://doi.org/10.1097/RCT.0000000000000682 DO - 10.1097/RCT.0000000000000682 ID - Ranjbar2018 ER - TY - JOUR AU - Yu, K. AU - Zhang, Y. AU - Yu, Y. AU - Huang, C. AU - Liu, R. AU - Li, T. PY - 2017 DA - 2017// TI - Radiomic analysis in prediction of human papilloma virus status JO - Clin Transl Radiat Oncol VL - 7 UR - https://doi.org/10.1016/j.ctro.2017.10.001 DO - 10.1016/j.ctro.2017.10.001 ID - Yu2017 ER - TY - JOUR AU - Zhu, Y. AU - Mohamed, A. S. R. AU - Lai, S. Y. AU - Yang, S. AU - Kanwar, A. AU - Wei, L. PY - 2019 DA - 2019// TI - Imaging-genomic study of Head and neck squamous cell carcinoma: associations between Radiomic phenotypes and genomic mechanisms via integration of the Cancer genome atlas and the Cancer imaging archive JO - JCO Clin Cancer Inform VL - 3 UR - https://doi.org/10.1200/CCI.18.00073 DO - 10.1200/CCI.18.00073 ID - Zhu2019 ER - TY - JOUR AU - Chen, Y. AU - Yao, H. AU - Thompson, E. J. AU - Tannir, N. M. AU - Weinstein, J. N. AU - Su, X. PY - 2013 DA - 2013// TI - VirusSeq: software to identify viruses and their integration sites using next-generation sequencing of human cancer tissue JO - Bioinformatics. VL - 29 UR - https://doi.org/10.1093/bioinformatics/bts665 DO - 10.1093/bioinformatics/bts665 ID - Chen2013 ER - TY - JOUR AU - Lewis, J. S. AU - Beadle, B. AU - Bishop, J. A. AU - Chernock, R. D. AU - Colasacco, C. AU - Lacchetti, C. PY - 2018 DA - 2018// TI - Human papillomavirus testing in Head and neck carcinomas: guideline from the College of American Pathologists JO - Arch Pathol Lab Med VL - 142 UR - https://doi.org/10.5858/arpa.2017-0286-CP DO - 10.5858/arpa.2017-0286-CP ID - Lewis2018 ER - TY - JOUR AU - Vallieres, M. AU - Kumar, A. AU - Sultanem, K. AU - Naqa, I. PY - 2013 DA - 2013// TI - FDG-PET Image-Derived Features Can Determine HPV Status in Head-and-Neck Cancer JO - Int J Radiation Oncol Biol Phys VL - 87 UR - https://doi.org/10.1016/j.ijrobp.2013.06.1236 DO - 10.1016/j.ijrobp.2013.06.1236 ID - Vallieres2013 ER - TY - JOUR AU - Payabvash, S. PY - 2018 DA - 2018// TI - Quantitative diffusion magnetic resonance imaging in head and neck tumors JO - Quant Imaging Med Surg VL - 8 UR - https://doi.org/10.21037/qims.2018.10.14 DO - 10.21037/qims.2018.10.14 ID - Payabvash2018 ER - TY - JOUR AU - Payabvash, S. AU - Brackett, A. AU - Forghani, R. AU - Malhotra, A. PY - 2019 DA - 2019// TI - Differentiation of lymphomatous, metastatic, and non-malignant lymphadenopathy in the neck with quantitative diffusion-weighted imaging: systematic review and meta-analysis JO - Neuroradiology. VL - 61 UR - https://doi.org/10.1007/s00234-019-02236-7 DO - 10.1007/s00234-019-02236-7 ID - Payabvash2019 ER - TY - JOUR AU - Payabvash, S. AU - Chan, A. AU - Jabehdar Maralani, P. AU - Malhotra, A. PY - 2019 DA - 2019// TI - Quantitative diffusion magnetic resonance imaging for prediction of human papillomavirus status in head and neck squamous-cell carcinoma: a systematic review and meta-analysis JO - Neuroradiol J VL - 32 UR - https://doi.org/10.1177/1971400919849808 DO - 10.1177/1971400919849808 ID - Payabvash2019 ER - TY - JOUR AU - Zwirner, K. AU - Hilke, F. J. AU - Demidov, G. AU - Socarras Fernandez, J. AU - Ossowski, S. AU - Gani, C. PY - 2019 DA - 2019// TI - Radiogenomics in head and neck cancer: correlation of radiomic heterogeneity and somatic mutations in TP53, FAT1 and KMT2D JO - Strahlenther Onkol VL - 195 UR - https://doi.org/10.1007/s00066-019-01478-x DO - 10.1007/s00066-019-01478-x ID - Zwirner2019 ER - TY - JOUR AU - Walter, V. AU - Yin, X. AU - Wilkerson, M. D. AU - Cabanski, C. R. AU - Zhao, N. AU - Du, Y. PY - 2013 DA - 2013// TI - Molecular subtypes in head and neck cancer exhibit distinct patterns of chromosomal gain and loss of canonical cancer genes JO - PLoS One VL - 8 UR - https://doi.org/10.1371/journal.pone.0056823 DO - 10.1371/journal.pone.0056823 ID - Walter2013 ER - TY - JOUR AU - Gevaert, O. AU - Tibshirani, R. AU - Plevritis, S. K. PY - 2015 DA - 2015// TI - Pancancer analysis of DNA methylation-driven genes using MethylMix JO - Genome Biol VL - 16 UR - https://doi.org/10.1186/s13059-014-0579-8 DO - 10.1186/s13059-014-0579-8 ID - Gevaert2015 ER - TY - JOUR AU - Moskovitz, J. AU - Moy, J. AU - Ferris, R. L. PY - 2018 DA - 2018// TI - Immunotherapy for Head and neck squamous cell carcinoma JO - Curr Oncol Rep VL - 20 UR - https://doi.org/10.1007/s11912-018-0654-5 DO - 10.1007/s11912-018-0654-5 ID - Moskovitz2018 ER - TY - JOUR AU - Taube, J. M. AU - Klein, A. AU - Brahmer, J. R. AU - Xu, H. AU - Pan, X. AU - Kim, J. H. PY - 2014 DA - 2014// TI - Association of PD-1, PD-1 ligands, and other features of the tumor immune microenvironment with response to anti-PD-1 therapy JO - Clin Cancer Res VL - 20 UR - https://doi.org/10.1158/1078-0432.CCR-13-3271 DO - 10.1158/1078-0432.CCR-13-3271 ID - Taube2014 ER - TY - JOUR AU - Ferris, R. L. AU - Blumenschein, G. AU - Fayette, J. AU - Guigay, J. AU - Colevas, A. D. AU - Licitra, L. PY - 2016 DA - 2016// TI - Nivolumab for recurrent squamous-cell carcinoma of the Head and neck JO - N Engl J Med VL - 375 UR - https://doi.org/10.1056/NEJMoa1602252 DO - 10.1056/NEJMoa1602252 ID - Ferris2016 ER - TY - JOUR AU - Larkins, E. AU - Blumenthal, G. M. AU - Yuan, W. AU - He, K. AU - Sridhara, R. AU - Subramaniam, S. PY - 2017 DA - 2017// TI - FDA approval summary: Pembrolizumab for the treatment of recurrent or metastatic Head and neck squamous cell carcinoma with disease progression on or after platinum-containing chemotherapy JO - Oncologist. VL - 22 UR - https://doi.org/10.1634/theoncologist.2016-0496 DO - 10.1634/theoncologist.2016-0496 ID - Larkins2017 ER - TY - JOUR AU - Oliva, M. AU - Spreafico, A. AU - Taberna, M. AU - Alemany, L. AU - Coburn, B. AU - Mesia, R. PY - 2019 DA - 2019// TI - Immune biomarkers of response to immune-checkpoint inhibitors in head and neck squamous cell carcinoma JO - Ann Oncol VL - 30 UR - https://doi.org/10.1093/annonc/mdy507 DO - 10.1093/annonc/mdy507 ID - Oliva2019 ER - TY - JOUR AU - Patel, S. P. AU - Kurzrock, R. PY - 2015 DA - 2015// TI - PD-L1 expression as a predictive biomarker in Cancer immunotherapy JO - Mol Cancer Ther VL - 14 UR - https://doi.org/10.1158/1535-7163.MCT-14-0983 DO - 10.1158/1535-7163.MCT-14-0983 ID - Patel2015 ER - TY - JOUR AU - Chen, R. Y. AU - Lin, Y. C. AU - Shen, W. C. AU - Hsieh, T. C. AU - Yen, K. Y. AU - Chen, S. W. PY - 2018 DA - 2018// TI - Associations of tumor PD-1 ligands, Immunohistochemical studies, and textural features in (18)F-FDG PET in squamous cell carcinoma of the Head and neck JO - Sci Rep VL - 8 UR - https://doi.org/10.1038/s41598-017-18489-2 DO - 10.1038/s41598-017-18489-2 ID - Chen2018 ER - TY - JOUR AU - Ferlay, J. AU - Shin, H. R. AU - Bray, F. AU - Forman, D. AU - Mathers, C. AU - Parkin, D. M. PY - 2010 DA - 2010// TI - Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008 JO - Int J Cancer VL - 127 UR - https://doi.org/10.1002/ijc.25516 DO - 10.1002/ijc.25516 ID - Ferlay2010 ER - TY - JOUR AU - Torre, L. A. AU - Bray, F. AU - Siegel, R. L. AU - Ferlay, J. AU - Lortet-Tieulent, J. AU - Jemal, A. PY - 2015 DA - 2015// TI - Global cancer statistics, 2012 JO - CA Cancer J Clin VL - 65 UR - https://doi.org/10.3322/caac.21262 DO - 10.3322/caac.21262 ID - Torre2015 ER - TY - JOUR AU - Gatta, G. AU - Botta, L. AU - Sanchez, M. J. AU - Anderson, L. A. AU - Pierannunzio, D. AU - Licitra, L. PY - 2015 DA - 2015// TI - Prognoses and improvement for head and neck cancers diagnosed in Europe in early 2000s: the EUROCARE-5 population-based study JO - Eur J Cancer VL - 51 UR - https://doi.org/10.1016/j.ejca.2015.07.043 DO - 10.1016/j.ejca.2015.07.043 ID - Gatta2015 ER - TY - JOUR AU - Brouha, X. D. AU - Tromp, D. M. AU - Leeuw, J. R. AU - Hordijk, G. J. AU - Winnubst, J. A. PY - 2003 DA - 2003// TI - Increasing incidence of advanced stage head and neck tumours JO - Clin Otolaryngol Allied Sci VL - 28 UR - https://doi.org/10.1046/j.1365-2273.2003.00696.x DO - 10.1046/j.1365-2273.2003.00696.x ID - Brouha2003 ER - TY - JOUR AU - Bogowicz, M. AU - Leijenaar, R. T. H. AU - Tanadini-Lang, S. AU - Riesterer, O. AU - Pruschy, M. AU - Studer, G. PY - 2017 DA - 2017// TI - Post-radiochemotherapy PET radiomics in head and neck cancer - the influence of radiomics implementation on the reproducibility of local control tumor models JO - Radiother Oncol VL - 125 UR - https://doi.org/10.1016/j.radonc.2017.10.023 DO - 10.1016/j.radonc.2017.10.023 ID - Bogowicz2017 ER - TY - JOUR AU - Bogowicz, M. AU - Tanadini-Lang, S. AU - Guckenberger, M. AU - Riesterer, O. PY - 2019 DA - 2019// TI - Combined CT radiomics of primary tumor and metastatic lymph nodes improves prediction of loco-regional control in head and neck cancer JO - Sci Rep VL - 9 UR - https://doi.org/10.1038/s41598-019-51599-7 DO - 10.1038/s41598-019-51599-7 ID - Bogowicz2019 ER - TY - JOUR AU - Bogowicz, M. AU - Tanadini-Lang, S. AU - Veit-Haibach, P. AU - Pruschy, M. AU - Bender, S. AU - Sharma, A. PY - 2019 DA - 2019// TI - Perfusion CT radiomics as potential prognostic biomarker in head and neck squamous cell carcinoma JO - Acta Oncol VL - 58 UR - https://doi.org/10.1080/0284186X.2019.1629013 DO - 10.1080/0284186X.2019.1629013 ID - Bogowicz2019 ER - TY - JOUR AU - Cheng, N. M. AU - Fang, Y. H. AU - Chang, J. T. AU - Huang, C. G. AU - Tsan, D. L. AU - Ng, S. H. PY - 2013 DA - 2013// TI - Textural features of pretreatment 18F-FDG PET/CT images: prognostic significance in patients with advanced T-stage oropharyngeal squamous cell carcinoma JO - J Nucl Med VL - 54 UR - https://doi.org/10.2967/jnumed.112.119289 DO - 10.2967/jnumed.112.119289 ID - Cheng2013 ER - TY - JOUR AU - Cheng, N. M. AU - Fang, Y. H. AU - Lee, L. Y. AU - Chang, J. T. AU - Tsan, D. L. AU - Ng, S. H. PY - 2015 DA - 2015// TI - Zone-size nonuniformity of 18F-FDG PET regional textural features predicts survival in patients with oropharyngeal cancer JO - Eur J Nucl Med Mol Imaging VL - 42 UR - https://doi.org/10.1007/s00259-014-2933-1 DO - 10.1007/s00259-014-2933-1 ID - Cheng2015 ER - TY - JOUR AU - Cozzi, L. AU - Franzese, C. AU - Fogliata, A. AU - Franceschini, D. AU - Navarria, P. AU - Tomatis, S. PY - 2019 DA - 2019// TI - Predicting survival and local control after radiochemotherapy in locally advanced head and neck cancer by means of computed tomography based radiomics JO - Strahlenther Onkol VL - 195 UR - https://doi.org/10.1007/s00066-019-01483-0 DO - 10.1007/s00066-019-01483-0 ID - Cozzi2019 ER - TY - JOUR AU - Feliciani, G. AU - Fioroni, F. AU - Grassi, E. AU - Bertolini, M. AU - Rosca, A. AU - Timon, G. PY - 2018 DA - 2018// TI - Radiomic profiling of Head and neck Cancer: (18)F-FDG PET texture analysis as predictor of patient survival JO - Contrast Media Mol Imaging VL - 2018 UR - https://doi.org/10.1155/2018/3574310 DO - 10.1155/2018/3574310 ID - Feliciani2018 ER - TY - JOUR AU - Folkert, M. R. AU - Setton, J. AU - Apte, A. P. AU - Grkovski, M. AU - Young, R. J. AU - Schoder, H. PY - 2017 DA - 2017// TI - Predictive modeling of outcomes following definitive chemoradiotherapy for oropharyngeal cancer based on FDG-PET image characteristics JO - Phys Med Biol VL - 62 UR - https://doi.org/10.1088/1361-6560/aa73cc DO - 10.1088/1361-6560/aa73cc ID - Folkert2017 ER - TY - JOUR AU - Kuno, H. AU - Qureshi, M. M. AU - Chapman, M. N. AU - Li, B. AU - Andreu-Arasa, V. C. AU - Onoue, K. PY - 2017 DA - 2017// TI - CT texture analysis potentially predicts local failure in Head and neck squamous cell carcinoma treated with Chemoradiotherapy JO - AJNR Am J Neuroradiol VL - 38 UR - https://doi.org/10.3174/ajnr.A5407 DO - 10.3174/ajnr.A5407 ID - Kuno2017 ER - TY - JOUR AU - Leijenaar, R. T. AU - Carvalho, S. AU - Hoebers, F. J. AU - Aerts, H. J. AU - Elmpt, W. J. AU - Huang, S. H. PY - 2015 DA - 2015// TI - External validation of a prognostic CT-based radiomic signature in oropharyngeal squamous cell carcinoma JO - Acta Oncol VL - 54 UR - https://doi.org/10.3109/0284186X.2015.1061214 DO - 10.3109/0284186X.2015.1061214 ID - Leijenaar2015 ER - TY - STD TI - Lv W, Ashrafinia S, Ma J, Lu L, Rahmim A. Multi-level multi-modality fusion radiomics: application to PET and CT imaging for prognostication of head and neck cancer. IEEE J Biomed Health Inform. 2019. [Epub ahead of print]. ID - ref88 ER - TY - STD TI - Mo X, Wu X, Dong D, Guo B, Liang C, Luo X, et al. Prognostic value of the radiomics-based model in progression-free survival of hypopharyngeal cancer treated with chemoradiation. Eur Radiol. 2020;30:833–843. https://doi.org/10.1007/s00330-019-06452-w. ID - ref89 ER - TY - JOUR AU - Ou, D. AU - Blanchard, P. AU - Rosellini, S. AU - Levy, A. AU - Nguyen, F. AU - Leijenaar, R. T. H. PY - 2017 DA - 2017// TI - Predictive and prognostic value of CT based radiomics signature in locally advanced head and neck cancers patients treated with concurrent chemoradiotherapy or bioradiotherapy and its added value to human papillomavirus status JO - Oral Oncol VL - 71 UR - https://doi.org/10.1016/j.oraloncology.2017.06.015 DO - 10.1016/j.oraloncology.2017.06.015 ID - Ou2017 ER - TY - JOUR AU - Ouyang, F. S. AU - Guo, B. L. AU - Zhang, B. AU - Dong, Y. H. AU - Zhang, L. AU - Mo, X. K. PY - 2017 DA - 2017// TI - Exploration and validation of radiomics signature as an independent prognostic biomarker in stage III-IVb nasopharyngeal carcinoma JO - Oncotarget. VL - 8 UR - https://doi.org/10.18632/oncotarget.20423 DO - 10.18632/oncotarget.20423 ID - Ouyang2017 ER - TY - JOUR AU - Ulrich, E. J. AU - Menda, Y. AU - Boles Ponto, L. L. AU - Anderson, C. M. AU - Smith, B. J. AU - Sunderland, J. J. PY - 2019 DA - 2019// TI - FLT PET Radiomics for response prediction to Chemoradiation therapy in Head and neck squamous cell Cancer JO - Tomography. VL - 5 UR - https://doi.org/10.18383/j.tom.2018.00038 DO - 10.18383/j.tom.2018.00038 ID - Ulrich2019 ER - TY - JOUR AU - Zhai, T. T. AU - Langendijk, J. A. AU - Dijk, L. V. AU - Halmos, G. B. AU - Witjes, M. J. H. AU - Oosting, S. F. PY - 2019 DA - 2019// TI - The prognostic value of CT-based image-biomarkers for head and neck cancer patients treated with definitive (chemo-)radiation JO - Oral Oncol VL - 95 UR - https://doi.org/10.1016/j.oraloncology.2019.06.020 DO - 10.1016/j.oraloncology.2019.06.020 ID - Zhai2019 ER - TY - JOUR AU - Zhang, B. AU - Ouyang, F. AU - Gu, D. AU - Dong, Y. AU - Zhang, L. AU - Mo, X. PY - 2017 DA - 2017// TI - Advanced nasopharyngeal carcinoma: pre-treatment prediction of progression based on multi-parametric MRI radiomics JO - Oncotarget. VL - 8 ID - Zhang2017 ER - TY - JOUR AU - Zhang, B. AU - He, X. AU - Ouyang, F. AU - Gu, D. AU - Dong, Y. AU - Zhang, L. PY - 2017 DA - 2017// TI - Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma JO - Cancer Lett VL - 403 UR - https://doi.org/10.1016/j.canlet.2017.06.004 DO - 10.1016/j.canlet.2017.06.004 ID - Zhang2017 ER - TY - JOUR AU - Zhang, B. AU - Tian, J. AU - Dong, D. AU - Gu, D. AU - Dong, Y. AU - Zhang, L. PY - 2017 DA - 2017// TI - Radiomics features of multiparametric MRI as novel prognostic factors in advanced nasopharyngeal carcinoma JO - Clin Cancer Res VL - 23 UR - https://doi.org/10.1158/1078-0432.CCR-16-2910 DO - 10.1158/1078-0432.CCR-16-2910 ID - Zhang2017 ER - TY - JOUR AU - Guha, A. AU - Connor, S. AU - Anjari, M. AU - Naik, H. AU - Siddiqui, M. AU - Cook, G. PY - 2019 DA - 2019// TI - Radiomic analysis for response assessment in advanced head and neck cancers, a distant dream or an inevitable reality? A systematic review of the current level of evidence JO - Br J Radiol VL - 93 UR - https://doi.org/10.1259/bjr.20190496 DO - 10.1259/bjr.20190496 ID - Guha2019 ER - TY - JOUR AU - Bernier, J. AU - Cooper, J. S. AU - Pajak, T. F. AU - Glabbeke, M. AU - Bourhis, J. AU - Forastiere, A. PY - 2005 DA - 2005// TI - Defining risk levels in locally advanced head and neck cancers: a comparative analysis of concurrent postoperative radiation plus chemotherapy trials of the EORTC (#22931) and RTOG (# 9501) JO - Head Neck. VL - 27 UR - https://doi.org/10.1002/hed.20279 DO - 10.1002/hed.20279 ID - Bernier2005 ER - TY - JOUR AU - Cooper, J. S. AU - Zhang, Q. AU - Pajak, T. F. AU - Forastiere, A. A. AU - Jacobs, J. AU - Saxman, S. B. PY - 2012 DA - 2012// TI - Long-term follow-up of the RTOG 9501/intergroup phase III trial: postoperative concurrent radiation therapy and chemotherapy in high-risk squamous cell carcinoma of the head and neck JO - Int J Radiat Oncol Biol Phys VL - 84 UR - https://doi.org/10.1016/j.ijrobp.2012.05.008 DO - 10.1016/j.ijrobp.2012.05.008 ID - Cooper2012 ER - TY - JOUR AU - Bernier, J. AU - Domenge, C. AU - Ozsahin, M. AU - Matuszewska, K. AU - Lefebvre, J. L. AU - Greiner, R. H. PY - 2004 DA - 2004// TI - Postoperative irradiation with or without concomitant chemotherapy for locally advanced head and neck cancer JO - N Engl J Med VL - 350 UR - https://doi.org/10.1056/NEJMoa032641 DO - 10.1056/NEJMoa032641 ID - Bernier2004 ER - TY - JOUR AU - Oosting, S. F. AU - Haddad, R. I. PY - 2019 DA - 2019// TI - Best practice in systemic therapy for Head and neck squamous cell carcinoma JO - Front Oncol VL - 9 UR - https://doi.org/10.3389/fonc.2019.00815 DO - 10.3389/fonc.2019.00815 ID - Oosting2019 ER - TY - JOUR AU - Sethia, R. AU - Yumusakhuylu, A. C. AU - Ozbay, I. AU - Diavolitsis, V. AU - Brown, N. V. AU - Zhao, S. PY - 2018 DA - 2018// TI - Quality of life outcomes of transoral robotic surgery with or without adjuvant therapy for oropharyngeal cancer JO - Laryngoscope. VL - 128 UR - https://doi.org/10.1002/lary.26796 DO - 10.1002/lary.26796 ID - Sethia2018 ER - TY - JOUR AU - Mermod, M. AU - Tolstonog, G. AU - Simon, C. AU - Monnier, Y. PY - 2016 DA - 2016// TI - Extracapsular spread in head and neck squamous cell carcinoma: a systematic review and meta-analysis JO - Oral Oncol VL - 62 UR - https://doi.org/10.1016/j.oraloncology.2016.10.003 DO - 10.1016/j.oraloncology.2016.10.003 ID - Mermod2016 ER - TY - JOUR AU - Patel, M. R. AU - Hudgins, P. A. AU - Beitler, J. J. AU - Magliocca, K. R. AU - Griffith, C. C. AU - Liu, Y. PY - 2018 DA - 2018// TI - Radiographic imaging does not reliably predict macroscopic Extranodal extension in human papilloma virus-associated Oropharyngeal Cancer JO - ORL J Otorhinolaryngol Relat Spec VL - 80 UR - https://doi.org/10.1159/000487239 DO - 10.1159/000487239 ID - Patel2018 ER - TY - JOUR AU - Maxwell, J. H. AU - Rath, T. J. AU - Byrd, J. K. AU - Albergotti, W. G. AU - Wang, H. AU - Duvvuri, U. PY - 2015 DA - 2015// TI - Accuracy of computed tomography to predict extracapsular spread in p16-positive squamous cell carcinoma JO - Laryngoscope. VL - 125 UR - https://doi.org/10.1002/lary.25140 DO - 10.1002/lary.25140 ID - Maxwell2015 ER - TY - JOUR AU - Kann, B. H. AU - Aneja, S. AU - Loganadane, G. V. AU - Kelly, J. R. AU - Smith, S. M. AU - Decker, R. H. PY - 2018 DA - 2018// TI - Pretreatment identification of Head and neck Cancer nodal metastasis and Extranodal extension using deep learning neural networks JO - Sci Rep VL - 8 UR - https://doi.org/10.1038/s41598-018-32441-y DO - 10.1038/s41598-018-32441-y ID - Kann2018 ER - TY - STD TI - Kann BH, Hicks DF, Payabvash S, Mahajan A, Du J, Gupta V, et al. Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma. J Clin Oncol. 2019:JCO1902031. [Epub ahead of print]. ID - ref107 ER - TY - JOUR AU - Dirix, P. AU - Nuyts, S. PY - 2010 DA - 2010// TI - Evidence-based organ-sparing radiotherapy in head and neck cancer JO - Lancet Oncol VL - 11 UR - https://doi.org/10.1016/S1470-2045(09)70231-1 DO - 10.1016/S1470-2045(09)70231-1 ID - Dirix2010 ER - TY - JOUR AU - Hawkins, P. G. AU - Lee, J. Y. AU - Mao, Y. AU - Li, P. AU - Green, M. AU - Worden, F. P. PY - 2018 DA - 2018// TI - Sparing all salivary glands with IMRT for head and neck cancer: longitudinal study of patient-reported xerostomia and head-and-neck quality of life JO - Radiother Oncol VL - 126 UR - https://doi.org/10.1016/j.radonc.2017.08.002 DO - 10.1016/j.radonc.2017.08.002 ID - Hawkins2018 ER - TY - JOUR AU - Sheikh, K. AU - Lee, S. H. AU - Cheng, Z. AU - Lakshminarayanan, P. AU - Peng, L. AU - Han, P. PY - 2019 DA - 2019// TI - Predicting acute radiation induced xerostomia in head and neck Cancer using MR and CT Radiomics of parotid and submandibular glands JO - Radiat Oncol VL - 14 UR - https://doi.org/10.1186/s13014-019-1339-4 DO - 10.1186/s13014-019-1339-4 ID - Sheikh2019 ER - TY - JOUR AU - Liu, Y. AU - Shi, H. AU - Huang, S. AU - Chen, X. AU - Zhou, H. AU - Chang, H. PY - 2019 DA - 2019// TI - Early prediction of acute xerostomia during radiation therapy for nasopharyngeal cancer based on delta radiomics from CT images JO - Quant Imaging Med Surg. VL - 9 UR - https://doi.org/10.21037/qims.2019.07.08 DO - 10.21037/qims.2019.07.08 ID - Liu2019 ER - TY - JOUR AU - Dijk, L. V. AU - Thor, M. AU - Steenbakkers, R. AU - Apte, A. AU - Zhai, T. T. AU - Borra, R. PY - 2018 DA - 2018// TI - Parotid gland fat related magnetic resonance image biomarkers improve prediction of late radiation-induced xerostomia JO - Radiother Oncol VL - 128 UR - https://doi.org/10.1016/j.radonc.2018.06.012 DO - 10.1016/j.radonc.2018.06.012 ID - Dijk2018 ER - TY - JOUR AU - Dijk, L. V. AU - Brouwer, C. L. AU - Schaaf, A. AU - Burgerhof, J. G. M. AU - Beukinga, R. J. AU - Langendijk, J. A. PY - 2017 DA - 2017// TI - CT image biomarkers to improve patient-specific prediction of radiation-induced xerostomia and sticky saliva JO - Radiother Oncol VL - 122 UR - https://doi.org/10.1016/j.radonc.2016.07.007 DO - 10.1016/j.radonc.2016.07.007 ID - Dijk2017 ER - TY - JOUR AU - Dijk, L. V. AU - Noordzij, W. AU - Brouwer, C. L. AU - Boellaard, R. AU - Burgerhof, J. G. M. AU - Langendijk, J. A. PY - 2018 DA - 2018// TI - (18)F-FDG PET image biomarkers improve prediction of late radiation-induced xerostomia JO - Radiother Oncol VL - 126 UR - https://doi.org/10.1016/j.radonc.2017.08.024 DO - 10.1016/j.radonc.2017.08.024 ID - Dijk2018 ER - TY - BOOK PY - 2010 DA - 2010// TI - Common Terminology Criteria for Adverse Events (CTCAE) Version 4.0 ID - ref115 ER - TY - JOUR AU - Bjordal, K. AU - Ahlner-Elmqvist, M. AU - Tollesson, E. AU - Jensen, A. B. AU - Razavi, D. AU - Maher, E. J. PY - 1994 DA - 1994// TI - Development of a European Organization for Research and Treatment of Cancer (EORTC) questionnaire module to be used in quality of life assessments in head and neck cancer patients. EORTC quality of life study group JO - Acta Oncol VL - 33 UR - https://doi.org/10.3109/02841869409098450 DO - 10.3109/02841869409098450 ID - Bjordal1994 ER - TY - JOUR AU - Epstein, J. B. AU - Thariat, J. AU - Bensadoun, R. J. AU - Barasch, A. AU - Murphy, B. A. AU - Kolnick, L. PY - 2012 DA - 2012// TI - Oral complications of cancer and cancer therapy: from cancer treatment to survivorship JO - CA Cancer J Clin VL - 62 UR - https://doi.org/10.3322/caac.21157 DO - 10.3322/caac.21157 ID - Epstein2012 ER - TY - JOUR AU - Rapidis, A. D. AU - Dijkstra, P. U. AU - Roodenburg, J. L. AU - Rodrigo, J. P. AU - Rinaldo, A. AU - Strojan, P. PY - 2015 DA - 2015// TI - Trismus in patients with head and neck cancer: etiopathogenesis, diagnosis and management JO - Clin Otolaryngol VL - 40 UR - https://doi.org/10.1111/coa.12488 DO - 10.1111/coa.12488 ID - Rapidis2015 ER - TY - JOUR AU - Thor, M. AU - Tyagi, N. AU - Hatzoglou, V. AU - Apte, A. AU - Saleh, Z. AU - Riaz, N. PY - 2017 DA - 2017// TI - A magnetic resonance imaging-based approach to quantify radiation-induced normal tissue injuries applied to trismus in head and neck cancer JO - Phys Imaging Radiat Oncol VL - 1 UR - https://doi.org/10.1016/j.phro.2017.02.006 DO - 10.1016/j.phro.2017.02.006 ID - Thor2017 ER - TY - JOUR AU - Abdollahi, H. AU - Mostafaei, S. AU - Cheraghi, S. AU - Shiri, I. AU - Rabi Mahdavi, S. AU - Kazemnejad, A. PY - 2018 DA - 2018// TI - Cochlea CT radiomics predicts chemoradiotherapy induced sensorineural hearing loss in head and neck cancer patients: a machine learning and multi-variable modelling study JO - Phys Med VL - 45 UR - https://doi.org/10.1016/j.ejmp.2017.10.008 DO - 10.1016/j.ejmp.2017.10.008 ID - Abdollahi2018 ER - TY - JOUR AU - Langlotz, C. P. AU - Allen, B. AU - Erickson, B. J. AU - Kalpathy-Cramer, J. AU - Bigelow, K. AU - Cook, T. S. PY - 2019 DA - 2019// TI - A roadmap for foundational research on artificial intelligence in medical imaging: from the 2018 NIH/RSNA/ACR/the academy workshop JO - Radiology. VL - 291 UR - https://doi.org/10.1148/radiol.2019190613 DO - 10.1148/radiol.2019190613 ID - Langlotz2019 ER - TY - JOUR AU - Kim, D. W. AU - Jang, H. Y. AU - Kim, K. W. AU - Shin, Y. AU - Park, S. H. PY - 2019 DA - 2019// TI - Design characteristics of studies reporting the performance of artificial intelligence algorithms for diagnostic analysis of medical images: results from recently published papers JO - Korean J Radiol VL - 20 UR - https://doi.org/10.3348/kjr.2019.0025 DO - 10.3348/kjr.2019.0025 ID - Kim2019 ER - TY - JOUR AU - Clark, K. AU - Vendt, B. AU - Smith, K. AU - Freymann, J. AU - Kirby, J. AU - Koppel, P. PY - 2013 DA - 2013// TI - The Cancer imaging archive (TCIA): maintaining and operating a public information repository JO - J Digit Imaging VL - 26 UR - https://doi.org/10.1007/s10278-013-9622-7 DO - 10.1007/s10278-013-9622-7 ID - Clark2013 ER -