Validation of DICOM extraction and Structuration Toolkit (DEST) for automated extraction and structuration of radiotherapy data for large-scale analysis
DEST enhances accessibility to dose-volume metrics and will facilitate advanced modelling of medical outcomes (efficiency and risk) at the voxel level. By providing streamlined access to voxel spatial coordinates and local dose information, DEST enables more sophisticated analyses, such as clustering and localized region selection, supporting deeper insights into dose-response relationships.
Authors
- Duyen Do (ORCID: https://orcid.org/0000-0003-2917-9289)
- Sarah Lemler (ORCID: https://orcid.org/0000-0001-6566-296X)
- Eric C Deutsch (ORCID: https://orcid.org/0000-0002-8223-3697)
- Guillaume Auzac
- Antonio Di Meglio (ORCID: https://orcid.org/0000-0002-0233-3189)
- Thomas Sarrade
- Florent de Vathaire (ORCID: https://orcid.org/0000-0002-8374-9281)
- A. Beaudré (ORCID: https://orcid.org/0000-0001-6975-8440)
- Rodrigue S. Allodji (ORCID: https://orcid.org/0000-0002-1895-8415)
- Sofía Rivera (ORCID: https://orcid.org/0000-0002-3096-5642)
- Ibrahima Diallo (ORCID: https://orcid.org/0000-0002-8272-8817)
- Dominique Delmas (ORCID: https://orcid.org/0000-0002-8911-8499)
- Charlotte Robert (ORCID: https://orcid.org/0000-0001-8838-1343)
- Véronique Letort (ORCID: https://orcid.org/0000-0002-0991-2351)
- Nicolas Meillan (ORCID: https://orcid.org/0000-0003-0148-4695)
- Inês Vaz-Luís (ORCID: https://orcid.org/0000-0002-7194-2260)
- Thibaut Ménard
- Catherine Gaudin
- Anne-Laure Martin
- Mamadou Balde
Institutions
- Inserm (FR)
- Université de Versailles Saint-Quentin-en-Yvelines (FR)
- Université Paris-Saclay (FR)
- Institut Gustave Roussy (FR)
- Sorbonne Université (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- Centre de recherche en Epidémiologie et Santé des Populations (FR)
- Centre Hospitalier Victor Dupouy (FR)
- UniCancer Group (FR)
- Hôpital Tenon (FR)
Publication Details
- Journal
- Physica Medica
- Published
- 2025-11-20
- DOI
- https://doi.org/10.1016/j.ejmp.2025.105215
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Agence Nationale de la Recherche
- Institut National Du Cancer
- National Cancer Institute