Metrics to evaluate the performance of auto-segmentation for radiation treatment planning: A critical review

MV Sherer, D Lin, S Elguindi, S Duke, LT Tan… - Radiotherapy and …, 2021 - Elsevier
Advances in artificial intelligence-based methods have led to the development and
publication of numerous systems for auto-segmentation in radiotherapy. These systems …

American radium society appropriate use criteria for radiation therapy in oligometastatic or oligoprogressive non-small cell lung cancer

A Amini, V Verma, CB Simone II, IJ Chetty… - International Journal of …, 2022 - Elsevier
Purpose Recent randomized studies have suggested improvements in progression-free and
overall survival with the addition of stereotactic body radiation therapy (SBRT, also known as …

Patterns of treatment failure and postrecurrence outcomes among patients with locally advanced head and neck squamous cell carcinoma after chemoradiotherapy …

JE Leeman, J Li, X Pei, P Venigalla, ZS Zumsteg… - JAMA …, 2017 - jamanetwork.com
Importance Even though 15% to 50% of patients with head and neck squamous cell
carcinoma (HNSCC) experience recurrence, relatively little is known regarding patterns of …

Clinical implementation of deep learning contour autosegmentation for prostate radiotherapy

E Cha, S Elguindi, I Onochie, D Gorovets… - Radiotherapy and …, 2021 - Elsevier
Background and purpose Artificial intelligence advances have stimulated a new generation
of autosegmentation, however clinical evaluations of these algorithms are lacking. This …

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 …

Treatment at high‐volume facilities and academic centers is independently associated with improved survival in patients with locally advanced head and neck cancer

JM David, AS Ho, M Luu, EJ Yoshida, S Kim, AC Mita… - Cancer, 2017 - Wiley Online Library
BACKGROUND The treatment of head and neck cancers is complex and associated with
significant morbidity, requiring multidisciplinary care and physician expertise. Thus, facility …

Comparison of patient-and practitioner-reported toxic effects associated with chemoradiotherapy for head and neck cancer

AD Falchook, R Green, ME Knowles… - … –Head & Neck …, 2016 - jamanetwork.com
Importance Agreement between patient-and practitioner-reported toxic effects during
chemoradiotherapy for head and neck cancer is unknown. Objective To compare patient …

Association of adjuvant chemoradiotherapy vs radiotherapy alone with survival in patients with resected major salivary gland carcinoma: data from the National …

A Amini, TV Waxweiler, JV Brower… - … –Head & Neck …, 2016 - jamanetwork.com
Importance Data on adjuvant concurrent chemoradiotherapy (CRT) after resection of
salivary gland carcinomas (SGCs) are limited. Objective To examine overall survival (OS) …

Radiation therapy for oropharyngeal squamous cell carcinoma: Executive summary of an ASTRO Evidence-Based Clinical Practice Guideline

DJ Sher, DJ Adelstein, GK Bajaj, DM Brizel… - Practical radiation …, 2017 - Elsevier
Purpose To present evidence-based guidelines for the treatment of oropharyngeal
squamous cell carcinoma (OPSCC) with definitive or adjuvant radiation therapy (RT) …

A clinical evaluation of the performance of five commercial artificial intelligence contouring systems for radiotherapy

PJ Doolan, S Charalambous, Y Roussakis… - Frontiers in …, 2023 - frontiersin.org
Purpose/objective (s) Auto-segmentation with artificial intelligence (AI) offers an opportunity
to reduce inter-and intra-observer variability in contouring, to improve the quality of contours …