Impact of deep learning on CT-based organ-at-risk delineation for flank irradiation in paediatric renal tumours: a SIOP-RTSG radiotherapy committee study

Manually revising DL-based auto-contouring reduces delineation time, enhances accuracy, and reduces inter-observer variability in paediatric CT-based OAR delineation.

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Publication Details

Journal
Clinical and Translational Radiation Oncology
Published
2025-09-23
DOI
https://doi.org/10.1016/j.ctro.2025.101051
Primary Topic
Advanced Radiotherapy Techniques
Type
article
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article

Impact of deep learning on CT-based organ-at-risk delineation for flank irradiation in paediatric renal tumours: a SIOP-RTSG radiotherapy committee study

Semi Harrabi, Mianyong Ding, Matteo Maspero, Britta Weber et al.
Clinical and Translational Radiation Oncology
Advanced Radiotherapy Techniques
article

Impact of deep learning on CT-based organ-at-risk delineation for flank irradiation in paediatric renal tumours: a SIOP-RTSG radiotherapy committee study

Semi Harrabi, Mianyong Ding, Matteo Maspero, Britta Weber, Remus Stoica, Emmanuel Jouglar, Marry M. van den Heuvel‐Eibrink, Henriette Magelssen, Simonetta Saldi, Karen Van Beek, Patrick Melchior, Timothy R. Spencer, Tom Boterberg, Geert O. Janssens, Sabina Vennarini
article en

Abstract

Manually revising DL-based auto-contouring reduces delineation time, enhances accuracy, and reduces inter-observer variability in paediatric CT-based OAR delineation.

Clinical and Translational Radiation OncologyVol. 56
Oslo University Hospital (NO), Heidelberg University (DE), Université Paris Sciences et Lettres (FR), Ghent University Hospital (BE), University Hospital Heidelberg (DE), University Medical Center Utrecht (NL), Spitalului Clinic de Urgență pentru Copii Maria Sklodowska Curie (RO), Heidelberger Institut für Radioonkologie (DE), Ospedale Santa Maria (IT), Princess Máxima Center (NL), Cancer Genomics Centre (NL), Centre for Cosmology and Particle Physics Phenomenology (DK), Fondazione IRCCS Istituto Nazionale dei Tumori (IT), Wilhelmina Children's Hospital (NL), Saarland University (DE), KU Leuven (BE)
Openalex Percentile: Top 58%
Advanced Radiotherapy Techniques
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