[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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
and its prognosis is poor. To evaluate the prognosis of patients with ESCC, we performed …