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.
Authors
- Semi Harrabi (ORCID: https://orcid.org/0000-0003-1195-7150)
- Mianyong Ding (ORCID: https://orcid.org/0009-0007-4511-5783)
- Matteo Maspero (ORCID: https://orcid.org/0000-0003-0347-3375)
- Britta Weber (ORCID: https://orcid.org/0000-0002-7099-1204)
- Remus Stoica (ORCID: https://orcid.org/0009-0006-6856-1172)
- Emmanuel Jouglar (ORCID: https://orcid.org/0000-0001-6813-9023)
- Marry M. van den Heuvel‐Eibrink (ORCID: https://orcid.org/0000-0002-7760-879X)
- Henriette Magelssen (ORCID: https://orcid.org/0000-0002-8654-5225)
- Simonetta Saldi (ORCID: https://orcid.org/0000-0003-2237-2369)
- Karen Van Beek
- Patrick Melchior
- Timothy R. Spencer (ORCID: https://orcid.org/0000-0002-3128-2034)
- Tom Boterberg (ORCID: https://orcid.org/0000-0001-8680-8737)
- Geert O. Janssens (ORCID: https://orcid.org/0000-0002-0331-713X)
- Sabina Vennarini
Institutions
- 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)
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
- Field-Weighted Citation Impact
- 0.00