[HTML][HTML] Application of radiomics and machine learning in head and neck cancers

Z Peng, Y Wang, Y Wang, S Jiang, R Fan… - … journal of biological …, 2021 - ncbi.nlm.nih.gov
With the continuous development of medical image informatics technology, more and more
high-throughput quantitative data could be extracted from digital medical images, which has …

[HTML][HTML] Advances in imaging for HPV-related oropharyngeal cancer: applications to radiation oncology

TC Salzillo, N Taku, KA Wahid, BA McDonald… - Seminars in radiation …, 2021 - Elsevier
While there has been an overall decline of tobacco and alcohol-related head and neck
cancer in recent decades, there has been an increased incidence of HPV-associated …

Application of radiomics for the prediction of HPV status for patients with head and neck cancers

H Bagher‐Ebadian, M Lu, F Siddiqui… - Medical …, 2020 - Wiley Online Library
Purpose To perform radiomic analysis of primary tumors extracted from pretreatment
contrast‐enhanced computed tomography (CE‐CT) images for patients with oropharyngeal …

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 …

Development and validation of a radiomics nomogram for liver metastases originating from gastric and colorectal cancer

Y Li, J Li, M Meng, S Duan, H Shi, J Hang - Diagnostics, 2023 - mdpi.com
The origin of metastatic liver tumours (arising from gastric or colorectal sources) is closely
linked to treatment choices and survival prospects. However, in some instances, the primary …

Role of texture analysis in oropharyngeal carcinoma: A systematic review of the literature

E Bicci, C Nardi, L Calamandrei, M Pietragalla… - Cancers, 2022 - mdpi.com
Simple Summary The incidence of squamous cell carcinomas of the oropharynx has rapidly
increased in the last two decades due to human papilloma virus infection (HPV). HPV …

Preliminary computed tomography radiomics model for predicting pretreatment CD8+ T-cell infiltration status for primary head and neck squamous cell carcinoma

CY Wang, DT Ginat - Journal of computer assisted tomography, 2021 - journals.lww.com
Purpose Immunotherapy has emerged as a treatment option for head and neck squamous
cell carcinoma (HNSCC), with tumor response being linked to the CD8+ T-cell inflammation …

Magnetic resonance imaging in naso-oropharyngeal carcinoma: role of texture analysis in the assessment of response to radiochemotherapy, a preliminary study

E Bicci, C Nardi, L Calamandrei, E Barcali… - La radiologia …, 2023 - Springer
Objective Identifying MRI texture parameters able to distinguish inflammation, fibrosis, and
residual cancer in patients with naso-oropharynx carcinoma after radiochemotherapy (RT …

Imaging of human papilloma virus (HPV) related oropharynx tumour: what we know to date

E Bicci, L Calamandrei, F Mungai, V Granata… - Infectious Agents and …, 2023 - Springer
The tumours of head and neck district are around 3% of all malignancies and squamous cell
carcinoma is the most frequent histotype, with rapid increase during the last two decades …

Establishing a survival prediction model for esophageal squamous cell carcinoma based on CT and histopathological images

J Wang, LL Wu, Y Zhang, G Ma… - Physics in Medicine & …, 2021 - iopscience.iop.org
Currently, the incidence of esophageal squamous cell carcinoma (ESCC) in China is high
and its prognosis is poor. To evaluate the prognosis of patients with ESCC, we performed …