Using texture analysis to determine human papillomavirus status of oropharyngeal squamous cell carcinomas on CT

K Buch, A Fujita, B Li, Y Kawashima… - American Journal …, 2015 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Human papillomavirus–associated oropharyngeal
squamous cell carcinoma is increasing in prevalence and typically occurs in younger …

Computed tomography-based texture analysis to determine human papillomavirus status of oropharyngeal squamous cell carcinoma

S Ranjbar, S Ning, CM Zwart, CP Wood… - Journal of computer …, 2018 - journals.lww.com
Objective To determine whether machine learning can accurately classify human
papillomavirus (HPV) status of oropharyngeal squamous cell carcinoma (OPSCC) using …

Difference between HPV-positive and HPV-negative non-oropharyngeal head and neck cancer: texture analysis features on CT

A Fujita, K Buch, B Li, Y Kawashima… - Journal of computer …, 2016 - journals.lww.com
Objective To identify the specific texture parameter that shows significant differences
between human papillomavirus (HPV)–positive (HPV+) and HPV-negative (HPV-) non …

Correlation between human papillomavirus status and quantitative MR imaging parameters including diffusion-weighted imaging and texture features in …

M Ravanelli, A Grammatica… - American Journal …, 2018 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: The incidence of Oropharyngeal Squampus Cell
Carcinoma (OPSCC) cases is increasing especially in the Western countries due to the …

CT assessment of tumor heterogeneity and the potential for the prediction of human papillomavirus status in oropharyngeal squamous cell carcinoma

F Mungai, GB Verrone, M Pietragalla, V Berti… - La radiologia …, 2019 - Springer
The aim of this study is to find a correlation between tumoral heterogeneity of squamous cell
carcinoma of the oropharynx and human papillomavirus (HPV) status and to determine …

CT texture analysis potentially predicts local failure in head and neck squamous cell carcinoma treated with chemoradiotherapy

H Kuno, MM Qureshi, MN Chapman… - American Journal …, 2017 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: The accurate prediction of prognosis and failure is crucial
for optimizing treatment strategies for patients with cancer. The purpose of this study was to …

Differences in imaging characteristics of HPV-positive and HPV-negative oropharyngeal cancers: a blinded matched-pair analysis

SC Cantrell, BW Peck, G Li, Q Wei… - American Journal …, 2013 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Human papillomavirus–positive oropharyngeal cancers
typically have younger age of onset, limited tobacco exposure, and more favorable …

MRI-based texture analysis to differentiate sinonasal squamous cell carcinoma from inverted papilloma

S Ramkumar, S Ranjbar, S Ning… - American Journal …, 2017 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Because sinonasal inverted papilloma can harbor
squamous cell carcinoma, differentiating these tumors is relevant. The objectives of this …

Machine learning–based CT texture analysis to predict HPV status in oropharyngeal squamous cell carcinoma: comparison of 2D and 3D segmentation

J Ren, Y Yuan, M Qi, X Tao - European radiology, 2020 - Springer
Objective To compare the CT texture feature reproducibility of 2D and 3D segmentations
and their machine learning (ML)–based classifications for predicting human papilloma virus …

MRI texture analysis predicts p53 status in head and neck squamous cell carcinoma

M Dang, JT Lysack, T Wu… - American Journal …, 2015 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Head and neck cancer is common, and understanding the
prognosis is an important part of patient management. In addition to the Tumor, Node …