Comparative analysis of artificial intelligence-based contouring of cardiac substructures on computed tomography scans for radiation therapy
Automatic contouring solutions exhibited inter-solution variability for cardiac substructures that may have clinical impact. Greater transparency and standardisation of models, ideally through international consensus and shared datasets, are essential.
Authors
- Fredrik Löfman
- Loïg Vaugier (ORCID: https://orcid.org/0000-0003-0728-0693)
- Jérémy Palisson
- Bastien Bernard
- Xinru Chen (ORCID: https://orcid.org/0000-0002-9989-8943)
- Remus Stoica (ORCID: https://orcid.org/0009-0006-6856-1172)
- S. Huger
- T. Lacornerie (ORCID: https://orcid.org/0000-0001-8994-5999)
- Tanguy Perennec (ORCID: https://orcid.org/0000-0002-1118-2271)
- Alexandra Moignier (ORCID: https://orcid.org/0000-0002-5395-0830)
- F. Thillays (ORCID: https://orcid.org/0000-0002-9025-6688)
- G. Delpon (ORCID: https://orcid.org/0000-0002-7023-2259)
- Robert Finnegan (ORCID: https://orcid.org/0000-0003-4728-8462)
- K Sambourg
- Elvire Martin-Mervoyer
- Jonas Söderberg
- Anna Karlhede
- Elise Prangères
- Charlotte Robert
- Angela Botticella
Institutions
- Centre National de la Recherche Scientifique (FR)
- The University of Texas MD Anderson Cancer Center (US)
- Inserm (FR)
- Technical University of Cluj-Napoca (RO)
- Université Paris-Saclay (FR)
- Institut Gustave Roussy (FR)
- Cancer Australia (AU)
- Institut de Cancérologie de Lorraine (FR)
- Centre Hospitalier de Bretagne Sud (FR)
- Centre Hospitalier Avranches Granville (FR)
- Institut de Cancérologie de l'Ouest (FR)
- Laboratoire de Physique Subatomique et des Technologies Associées (FR)
- IMT Atlantique (FR)
- Centre Oscar Lambret (FR)
- Siemens (France) (FR)
- RaySearch Laboratories (Sweden) (SE)
Publication Details
- Journal
- Physics and Imaging in Radiation Oncology
- Published
- 2026-02-21
- DOI
- https://doi.org/10.1016/j.phro.2026.100935
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00