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Purpose: Integrating auto-contouring in radiotherapy workflows is shifting the role of radiation oncologists from manual delineation to reviewing and correcting automatically generated contours. However, we postulate that this process is hindered by significant inter-evaluator variability in assessing the dosimetric impact of contour variations. This study investigates how radiation oncologists and medical physicists evaluate the impact of glioblastoma target volume (TV) variations on the dose to organs at risk (OARs), focusing on understanding inter-evaluator variability and decision-making patterns.
Methods: A qualitative survey was conducted involving four radiation oncologists and three medical physicists. Participants classified 54 glioblastoma TV contour variations using up to four changes each across 14 patients as "better," "no change," or "worse" regarding their expected impact on the dose to OARs. The corresponding ground truth labels were derived from standardized treatment plans. Inter-evaluator variability was analyzed using Cohen's Kappa.
Results: Substantial variability was observed, with Cohen's Kappa values ranging from weak to moderate agreement (0.33-0.74). Evaluators frequently overestimated the negative impact of contour variations, misclassifying 46% of "no change" variations as "Worse." No evaluator judged contour variations as resulting in "better" doses to OARs, despite this being the case for 4 variations.
Conclusion: Significant variability in estimating the dosimetric impact of contour variations underscores the critical need for standardized guidelines to reduce inconsistencies and allow for the assessment of automatically generated contours based on clinically meaningful factors. Evaluators frequently overestimated the negative impact of contour variations, potentially leading to inefficiencies and unnecessary contour corrections in clinical practice.
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http://dx.doi.org/10.1016/j.radonc.2025.110999 | DOI Listing |
J Air Waste Manag Assoc
September 2025
Desert Research Institute, Reno, Nevada, USA.
SmokePath Explorer is a web-based decision-support tool for California, U.S.A.
View Article and Find Full Text PDFLancet Oncol
September 2025
Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China. Electronic address: majun2@
The Chinese Society for Therapeutic Radiology Oncology, the Chinese Anti-Cancer Association, the Chinese Society of Clinical Oncology, the Head and Neck Cancer International Group, the European Society for Radiotherapy and Oncology, and the American Society for Radiation Oncology collaboratively developed evidence-based guidelines and a comprehensive contouring atlas for neck target volume delineation in nasopharyngeal carcinoma. These guidelines address five key challenges in modern radiotherapy practice: margin design of clinical target volume; nodal target volume delineation after induction chemotherapy; delineation of equivocal nodes evident on imaging; low-risk clinical target volume delineation based on regional stepwise extension patterns; and modifications for anatomical boundaries of lymphatic areas. Developed through a rigorous systematic review and expert appraisal process by a panel of 50 international, multidisciplinary members from 17 countries and regions, these guidelines incorporate the latest advances in nasopharyngeal carcinoma diagnosis and treatment.
View Article and Find Full Text PDFR Soc Open Sci
July 2025
Marine Mammal Foundation, Hampton East, Victoria 3188, Australia.
Understanding the vocal repertoire of delphinid species is essential for effective long-term studies. In this research, we present the first quantitative analysis of whistle and burst-pulse sound characteristics for the critically endangered Burrunan dolphin (). Acoustic data were collected from the two known resident populations in Port Phillip Bay (PPB) and the Gippsland Lakes (GL), Victoria, Australia, between 2016 and 2023.
View Article and Find Full Text PDFSci Rep
September 2025
School of Mechanical Engineering, Xi'an University of Science and Technology, Xi'an, 710054, Shaanxi, China.
To address the lack of quantitative characterization methods for flame propagation during internal non-ignition detonation tests of explosion-proof equipment, this study proposes a damage severity quantification method using an improved LSTM model with thermal imaging feature fusion. A detonation flame thermal imaging dataset is constructed, where flame contours are segmented and features extracted via a pre-trained Faster R-CNN. Temporal sampling generates flame image sequences, from which key spatiotemporal features-area, centroid velocity, aspect ratio, circularity, and area change rate-are derived to describe dynamic flame propagation.
View Article and Find Full Text PDFBioacoustics
June 2025
Université de Toulon, Aix Marseille Univ. CNRS, LIS, Toulon, France.
The fundamental frequency (F0) is a key parameter for characterising structures in vertebrate vocalisations, for instance defining vocal repertoires and their variations at different biological scales ( population dialects, individual signatures). However, the task is too laborious to perform manually, and its automation is complex. Despite significant advancements in the fields of speech and music for automatic F0 estimation, similar progress in bioacoustics has been limited.
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