Time efficiency, geometric accuracy, and clinical impact of AI-assisted contouring of organs at risk in head and neck cancer radiotherapy
The results support the integration of AI-based contouring in HNC treatment planning. With minor adjustments, the contours achieve very good clinical quality and demonstrate improved consistency compared to manual contours, while significantly reducing contouring time.
Authors
- Helge Egil Seime Pettersen (ORCID: https://orcid.org/0000-0003-4879-771X)
- Turid Husevåg Sulen (ORCID: https://orcid.org/0000-0001-5124-7933)
- Camilla H. Stokkevåg (ORCID: https://orcid.org/0000-0001-6352-4571)
- L. Hirschi (ORCID: https://orcid.org/0009-0000-7662-7668)
- Johan Martin Søbstad (ORCID: https://orcid.org/0009-0007-1408-825X)
- Grete May Engeseth (ORCID: https://orcid.org/0000-0003-0233-9836)
Institutions
- Haukeland University Hospital (NO)
- University of Bergen (NO)
- Universidad Metropolitana (PR)
Publication Details
- Journal
- Acta Oncologica
- Published
- 2025-09-10
- DOI
- https://doi.org/10.2340/1651-226x.2025.44015
- Citations
- 2
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 3.77
Funders
- Haukeland Universitetssjukehus