Application of radiomics and machine learning in head and neck cancers

Z Peng, Y Wang, Y Wang, S Jiang… - … journal of biological …, 2021 - pmc.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] Radiomics and radiogenomics in head and neck squamous cell carcinoma: Potential contribution to patient management and challenges

G Bruixola, E Remacha, A Jiménez-Pastor… - Cancer Treatment …, 2021 - Elsevier
The application of imaging biomarkers in oncology is still in its infancy, but with the
expansion of radiomics and radiogenomics a revolution is expected in this field. This may be …

Radiomics analysis of dual-energy CT-derived iodine maps for diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer

Y Zhou, GY Su, H Hu, YQ Ge, Y Si, MP Shen, XQ Xu… - European …, 2020 - Springer
Objective To investigate the value of radiomics analysis of dual-energy computed
tomography (DECT)–derived iodine maps for preoperative diagnosing cervical lymph nodes …

Improving radiation physics, tumor visualisation, and treatment quantification in radiotherapy with spectral or dual‐energy CT

MF Kruis - Journal of applied clinical medical physics, 2022 - Wiley Online Library
Over the past decade, spectral or dual‐energy CT has gained relevancy, especially in
oncological radiology. Nonetheless, its use in the radiotherapy (RT) clinic remains limited …

[HTML][HTML] Oligometastatic head and neck cancer: challenges and perspectives

H Bahig, SH Huang, B O'Sullivan - Cancers, 2022 - mdpi.com
Simple Summary Oligometastasis represents a disease state and an opportunity for cure
when metastases emerge. Emerging evidence supports that most head and neck cancer …

An update on advanced dual-energy CT for head and neck cancer imaging

R Forghani - Expert review of anticancer therapy, 2019 - Taylor & Francis
Introduction: Dual-energy-computed tomography (DECT) is an advanced form of computed
tomography (CT) that enables spectral tissue characterization beyond what is possible with …

Radiomic biomarkers for head and neck squamous cell carcinoma

S Tanadini-Lang, P Balermpas… - Strahlentherapie und …, 2020 - Springer
Tumor heterogeneity is a well-known prognostic factor in head and neck squamous cell
carcinoma (HNSCC). A major limitation of tissue-and blood-derived tumor markers is the …

Developments and future prospects of personalized medicine in head and neck squamous cell carcinoma diagnoses and treatments

SM Jayawickrama, PM Ranaweera… - Cancer …, 2024 - Wiley Online Library
Background Precision healthcare has entered a new era because of the developments in
personalized medicine, especially in the diagnosis and treatment of head and neck …

A literature review of the potential diagnostic biomarkers of head and neck neoplasms

H Konings, S Stappers, M Geens, BY De Winter… - Frontiers in …, 2020 - frontiersin.org
Head and neck neoplasms have a poor prognosis because of their late diagnosis. Finding a
biomarker to detect these tumors in an early phase could improve the prognosis and survival …

Dual energy computed tomography in head and neck imaging: pushing the envelope

T Sananmuang, M Agarwal, F Maleki… - Neuroimaging …, 2020 - neuroimaging.theclinics.com
Different energy DECT virtual monochromatic images and iodine maps can improve tumor
visualization, boundary delineation, and accuracy for evaluation of thyroid cartilage …