[HTML][HTML] Generating high-quality lymph node clinical target volumes for head and neck cancer radiation therapy using a fully automated deep learning-based …

CE Cardenas, BM Beadle, AS Garden… - International Journal of …, 2021 - Elsevier
Purpose To develop a deep learning model that generates consistent, high-quality lymph
node clinical target volumes (CTV) contours for head and neck cancer (HNC) patients, as an …

Radiotherapy data analysis and reporting (RADAR) toolkit: an end-to-end artificial intelligence development solution for precision medicine

J Zhang - 2023 - theses.lib.polyu.edu.hk
Radiotherapy is one of the mainstream treatment modalities for cancer. A large amount of
structured data, including image, dose, and structure delineations, is produced during …

Adaptive radiotherapy for head and neck cancers: Fact or fallacy to improve therapeutic ratio?

YQ Li, JSH Tan, JTS Wee, MLK Chua - Cancer/Radiothérapie, 2018 - Elsevier
Modern standards of precision radiotherapy, primarily driven by the technological advances
of intensity modulation and image guidance, have led to increased versatility in radiotherapy …

[PDF][PDF] MR-guided radiotherapy for head and neck cancer: current developments, perspectives, and challenges

S Boeke, D Mönnich, JE Van Timmeren… - Frontiers in …, 2021 - frontiersin.org
Based on the development of new hybrid machines consisting of an MRI and a linear
accelerator, magnetic resonance image guided radiotherapy (MRgRT) has revolutionized …

Dosimetric impact of simulated daily adaptive radiotherapy with significantly reduced setup margins in the definitive treatment of head and neck cancer

M Dohopolski, B Choi, B Meng, J Visak… - International Journal of …, 2022 - redjournal.org
Purpose/Objective (s) Even when treating head and neck cancer (HNC) with daily image-
guided radiation therapy, setup margins of 3-5 mm are required to ensure adequate …

Evaluating the Hounsfield unit assignment and dose differences between CT‐based standard and deep learning‐based synthetic CT images for MRI‐only radiation …

K Singhrao, CL Dugan, C Calvin… - Journal of Applied …, 2024 - Wiley Online Library
Background Magnetic resonance image only (MRI‐only) simulation for head and neck
(H&N) radiotherapy (RT) could allow for single‐image modality planning with excellent soft …

[HTML][HTML] Use of a healthy volunteer imaging program to optimize clinical implementation of stereotactic MR-guided adaptive radiotherapy

PJ Boyle, E Huynh, S Boyle, J Campbell… - Technical Innovations & …, 2020 - Elsevier
Purpose MR-linacs (MRLs) have enabled the use of stereotactic magnetic resonance (MR)
guided online adaptive radiotherapy (SMART) across many cancers. As data emerges to …

Imaging for target delineation in head and neck cancer radiotherapy

K Jensen, G Al-Farra, D Dejanovic, JG Eriksen… - Seminars in nuclear …, 2021 - Elsevier
The definition of tumor involved volumes in patients with head and neck cancer poses great
challenges with the increasing use of highly conformal radiotherapy techniques eg …

A multimodality segmentation framework for automatic target delineation in head and neck radiotherapy

J Yang, BM Beadle, AS Garden, DL Schwartz… - Medical …, 2015 - Wiley Online Library
Purpose: To develop an automatic segmentation algorithm integrating imaging information
from computed tomography (CT), positron emission tomography (PET), and magnetic …

[HTML][HTML] Functional magnetic resonance imaging techniques and their development for radiation therapy planning and monitoring in the head and neck cancers

J Yuan, G Lo, AD King - Quantitative Imaging in Medicine and …, 2016 - ncbi.nlm.nih.gov
Radiation therapy (RT), in particular intensity-modulated radiation therapy (IMRT), is
becoming a more important nonsurgical treatment strategy in head and neck cancer (HNC) …