Artificial Intelligence in Head and Neck Surgery
Artificial intelligence (AI) is a rapidly expanding field of computer and data science
encompassing a wide range of technologies that aim to emulate the decisionmaking …
encompassing a wide range of technologies that aim to emulate the decisionmaking …
Current role of delta radiomics in head and neck oncology
The latest developments in the management of head and neck cancer show an increasing
trend in the implementation of novel approaches using artificial intelligence for better patient …
trend in the implementation of novel approaches using artificial intelligence for better patient …
Predicting severe radiation-induced oral mucositis in head and neck cancer patients using integrated baseline CT radiomic, dosimetry, and clinical features: A …
R Agheli, Z Siavashpour, R Reiazi, S Azghandi… - Heliyon, 2024 - cell.com
Purpose To establish the early prediction models of radiation-induced oral mucositis (RIOM)
based on baseline CT-based radiomic features (RFs), dosimetric data, and clinical features …
based on baseline CT-based radiomic features (RFs), dosimetric data, and clinical features …
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 …
An anatomy-aware framework for automatic segmentation of parotid tumor from multimodal MRI
Y Gao, Y Dai, F Liu, W Chen, L Shi - Computers in Biology and Medicine, 2023 - Elsevier
Abstract Magnetic Resonance Imaging (MRI) plays an important role in diagnosing the
parotid tumor, where accurate segmentation of tumors is highly desired for determining …
parotid tumor, where accurate segmentation of tumors is highly desired for determining …
Morphological, functional and texture analysis magnetic resonance imaging features in the assessment of radiotherapy-induced xerostomia in oropharyngeal cancer
L Calamandrei, L Mariotti, E Bicci, L Calistri, E Barcali… - Applied sciences, 2023 - mdpi.com
The aim of this single-center, observational, retrospective study was to investigate magnetic
resonance imaging (MRI) biomarkers for the assessment of radiotherapy (RT)-induced …
resonance imaging (MRI) biomarkers for the assessment of radiotherapy (RT)-induced …
Sub-regional analysis of the parotid glands: model development for predicting late xerostomia with radiomics features in head and neck cancer patients
T Berger, DJ Noble, Z Yang, LEA Shelley… - Acta …, 2023 - Taylor & Francis
Background The irradiation of sub-regions of the parotid has been linked to xerostomia
development in patients with head and neck cancer (HNC). In this study, we compared the …
development in patients with head and neck cancer (HNC). In this study, we compared the …
A Potential Radiomics–Clinical Model for Predicting Failure of Lymph Node Control after Definite Radiotherapy in Locally Advanced Head and Neck Cancer
Background and Objectives: To optimally predict lymph node (LN) failure after definite
radiotherapy (RT) in head and neck cancer (HNC) with LN metastases, this study examined …
radiotherapy (RT) in head and neck cancer (HNC) with LN metastases, this study examined …
[HTML][HTML] Assessing the generalisability of radiomics features previously identified as predictive of radiation-induced sticky saliva and xerostomia
T Berger, DJ Noble, Z Yang, LEA Shelley… - Physics and Imaging in …, 2023 - Elsevier
Background and purpose While core to the scientific approach, reproducibility of
experimental results is challenging in radiomics studies. A recent publication identified …
experimental results is challenging in radiomics studies. A recent publication identified …
Evaluation of machine learning models for predicting xerostomia in adults with head and neck cancer during proton and heavy ion radiotherapy
L Zhang, Z Zhang, Y Wang, Y Zhu, Z Wang… - Radiotherapy and …, 2025 - Elsevier
Background and purpose Few studies have examined the factors associated with
xerostomia during proton and carbon ion radiotherapy for head and neck cancer (HNC) …
xerostomia during proton and carbon ion radiotherapy for head and neck cancer (HNC) …