Prognostic and therapeutic evaluation of nasopharyngeal carcinoma by dynamic contrast-enhanced (DCE), diffusion-weighted (DW) magnetic resonance imaging …

AWL Mui, AWM Lee, VHF Lee, WT Ng… - Magnetic Resonance …, 2021 - Elsevier
Nasopharyngeal carcinoma (NPC) is an aggressive head and neck malignancy, and
radiotherapy (with or without chemotherapy) is the primary treatment modality. Reliable …

Oropharyngeal squamous cell carcinoma: radiomic machine-learning classifiers from multiparametric MR images for determination of HPV infection status

CH Suh, KH Lee, YJ Choi, SR Chung, JH Baek… - Scientific reports, 2020 - nature.com
We investigated the ability of machine-learning classifiers on radiomics from pre-treatment
multiparametric magnetic resonance imaging (MRI) to accurately predict human …

DCE-MRI quantitative transport mapping for noninvasively detecting hypoxia inducible factor-1α, epidermal growth factor receptor overexpression, and Ki-67 in …

W Huang, Q Zhang, G Wu, PP Chen, J Li… - Radiotherapy and …, 2021 - Elsevier
Background Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) has the
potential to noninvasively detect expression of hypoxia inducible factor-1-alpha (HIF-1α) …

MRI for Differentiation between HPV-Positive and HPV-Negative Oropharyngeal Squamous Cell Carcinoma: A Systematic Review

LL Chen, I Lauwers, G Verduijn, M Philippens… - Cancers, 2024 - mdpi.com
Simple Summary Human papillomavirus-positive (HPV+) oropharyngeal squamous cell
carcinoma (OPSCC) has a different disease course compared to HPV-negative (HPV−) …

Machine-learning-based prediction of treatment outcomes using MR imaging-derived quantitative tumor information in patients with sinonasal squamous cell …

N Fujima, Y Shimizu, D Yoshida, S Kano, T Mizumachi… - Cancers, 2019 - mdpi.com
The purpose of this study was to determine the predictive power for treatment outcome of a
machine-learning algorithm combining magnetic resonance imaging (MRI)-derived data in …

Prevalence of HPV in Mexican patients with head and neck squamous carcinoma and identification of potential prognostic biomarkers

G Méndez-Matías, C Velázquez-Velázquez… - Cancers, 2021 - mdpi.com
Simple Summary Head and neck squamous cell carcinomas (HNSCC) are a heterogeneous
group of neoplasms that show diverse clinical and biological characteristics associated with …

Histogram analysis of synthetic magnetic resonance imaging: Correlations with histopathological factors in head and neck squamous cell carcinoma

F Yang, Y Li, H Lei, H Wei, Q Du, X Yu, X Li… - European journal of …, 2023 - Elsevier
Purpose To analyse the association between histogram parameters derived from synthetic
MRI (SyMRI) and different histopathological factors in head and neck squamous cell …

Associations between dynamic-contrast enhanced MRI and tumor infiltrating lymphocytes and tumor-stroma ratio in head and neck squamous cell cancer

HJ Meyer, AK Höhn, A Surov - Cancer Imaging, 2021 - Springer
Objectives The present study used dynamic-contrast enhanced MRI (DCE-MRI) to elucidate
possible associations with tumor-infiltrating lymphocytes (TIL), stroma ratio and vimentin …

Dynamic contrast‐enhanced magnetic resonance imaging for differentiating head and neck paraganglioma and schwannoma

SR Malla, AS Bhalla, S Manchanda… - Head & …, 2021 - Wiley Online Library
Abstract Background and Purpose Morphological assessment with conventional magnetic
resonance imaging (MRI) sequences has limited specificity to distinguish between …

Survival rate prediction of nasopharyngeal carcinoma patients based on MRI and gene expression using a deep neural network

Q Zhang, G Wu, Q Yang, G Dai, T Li, P Chen… - Cancer …, 2023 - Wiley Online Library
To achieve a better treatment regimen and follow‐up assessment design for intensity‐
modulated radiotherapy (IMRT)‐treated nasopharyngeal carcinoma (NPC) patients, an …