Development of Multiparametric Prognostic Models for Stereotactic Magnetic Resonance Guided Radiation Therapy of Pancreatic Cancers
Combining clinical and radiomics data in multiparametric prognostic models using machine learning algorithms showed good performance for the prediction of OS and LC. External validation of these models will be needed.
Authors
- Stéphanie Nougaret (ORCID: https://orcid.org/0000-0002-6398-8648)
- D. Azria (ORCID: https://orcid.org/0000-0002-7533-2988)
- Morgan Michalet (ORCID: https://orcid.org/0000-0002-6302-825X)
- Marion Tardieu (ORCID: https://orcid.org/0000-0002-6142-5470)
- O. Riou (ORCID: https://orcid.org/0000-0002-9737-5655)
- G. De La Morena Valenzuela
Institutions
- Université de Montpellier (FR)
- Centre Hospitalier Universitaire de Montpellier (FR)
- Institut de Recherche en Cancérologie de Montpellier (FR)
Publication Details
- Journal
- International Journal of Radiation Oncology*Biology*Physics
- Published
- 2025-04-04
- DOI
- https://doi.org/10.1016/j.ijrobp.2025.03.039
- Citations
- 3
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 4.08