Using texture analysis to determine human papillomavirus status of oropharyngeal squamous cell carcinomas on CT
BACKGROUND AND PURPOSE: Human papillomavirus–associated oropharyngeal
squamous cell carcinoma is increasing in prevalence and typically occurs in younger …
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
Objective To determine whether machine learning can accurately classify human
papillomavirus (HPV) status of oropharyngeal squamous cell carcinoma (OPSCC) using …
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
Objective To identify the specific texture parameter that shows significant differences
between human papillomavirus (HPV)–positive (HPV+) and HPV-negative (HPV-) non …
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 …
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 …
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 …
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 …
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
BACKGROUND AND PURPOSE: Because sinonasal inverted papilloma can harbor
squamous cell carcinoma, differentiating these tumors is relevant. The objectives of this …
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 …
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 …
prognosis is an important part of patient management. In addition to the Tumor, Node …
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