Consistency in contouring of organs at risk by artificial intelligence vs oncologists in head and neck cancer patients
Abstract Background In the Danish Head and Neck Cancer Group (DAHANCA) 35 trial,
patients are selected for proton treatment based on simulated reductions of Normal Tissue …
patients are selected for proton treatment based on simulated reductions of Normal Tissue …
Evaluation of an automatic segmentation algorithm for definition of head and neck organs at risk
Background The accurate definition of organs at risk (OARs) is required to fully exploit the
benefits of intensity-modulated radiotherapy (IMRT) for head and neck cancer. However …
benefits of intensity-modulated radiotherapy (IMRT) for head and neck cancer. However …
[HTML][HTML] Improving automatic delineation for head and neck organs at risk by Deep Learning Contouring
LV Van Dijk, L Van den Bosch, P Aljabar… - Radiotherapy and …, 2020 - Elsevier
Introduction Adequate head and neck (HN) organ-at-risk (OAR) delineation is crucial for HN
radiotherapy and for investigating the relationships between radiation dose to OARs and …
radiotherapy and for investigating the relationships between radiation dose to OARs and …
Interobserver variability in organ at risk delineation in head and neck cancer
Background In radiotherapy inaccuracy in organ at risk (OAR) delineation can impact
treatment plan optimisation and treatment plan evaluation. Brouwer et al. showed significant …
treatment plan optimisation and treatment plan evaluation. Brouwer et al. showed significant …
[HTML][HTML] External validation of deep learning-based contouring of head and neck organs at risk
EJL Brunenberg, IK Steinseifer… - Physics and imaging in …, 2020 - Elsevier
Background and purpose Head and neck (HN) radiotherapy can benefit from automatic
delineation of tumor and surrounding organs because of the complex anatomy and the …
delineation of tumor and surrounding organs because of the complex anatomy and the …
[HTML][HTML] Auto-segmentation of head and neck organs at risk in radiotherapy and its dependence on anatomic similarity
A Ayyalusamy, S Vellaiyan… - Radiation Oncology …, 2019 - ncbi.nlm.nih.gov
Purpose The aim is to study the dependence of deformable based auto-segmentation of
head and neck organs-at-risks (OAR) on anatomy matching for a single atlas based system …
head and neck organs-at-risks (OAR) on anatomy matching for a single atlas based system …
Deep learning algorithm for auto-delineation of high-risk oropharyngeal clinical target volumes with built-in dice similarity coefficient parameter optimization function
CE Cardenas, RE McCarroll, LE Court… - International Journal of …, 2018 - Elsevier
Purpose Automating and standardizing the contouring of clinical target volumes (CTVs) can
reduce interphysician variability, which is one of the largest sources of uncertainty in head …
reduce interphysician variability, which is one of the largest sources of uncertainty in head …
Autodelineation of organ at risk in head and neck cancer radiotherapy using artificial intelligence
RS Bilimagga, P Anchineyan, S Thalluri… - Journal of Cancer …, 2022 - journals.lww.com
Aim: The aim of this study is to check the practical feasibility of artificial intelligence for day-to-
day operations and how it generalizes when the data have considerable interobserver …
day operations and how it generalizes when the data have considerable interobserver …
[HTML][HTML] Assessment of manual adjustment performed in clinical practice following deep learning contouring for head and neck organs at risk in radiotherapy
CL Brouwer, D Boukerroui, J Oliveira, P Looney… - Physics and imaging in …, 2020 - Elsevier
Background and purpose Auto-contouring performance has been widely studied in
development and commissioning studies in radiotherapy, and its impact on clinical workflow …
development and commissioning studies in radiotherapy, and its impact on clinical workflow …
[HTML][HTML] Interobserver variation in organs at risk contouring in head and neck cancer according to the DAHANCA guidelines
Organs at risk (OARs) contouring is an important but time-consuming process in
radiotherapy. OARs are continuously added to the national guidelines to minimise dose to …
radiotherapy. OARs are continuously added to the national guidelines to minimise dose to …
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