Peritumoral radiomics indicate a gradient transition between renal tumours and their surrounding healthy tissue: A proof-of-concept analysis
Peritumoral radiomics demonstrate structured spatial gradients that vary with tumor subtype. These findings highlight the potential of radiomic analysis for probing tumor-tissue interfaces and for supporting the development of non-invasive imaging biomarkers in renal oncology.
Authors
- Antonios Tzortzakakis (ORCID: https://orcid.org/0000-0001-7563-732X)
- Apostolos H. Karantanas (ORCID: https://orcid.org/0000-0002-0927-2403)
- Michail E. Klontzas (ORCID: https://orcid.org/0000-0003-2731-933X)
- Matthaios Triantafyllou (ORCID: https://orcid.org/0000-0003-0159-5424)
- Savvas Giannettou
Institutions
- Karolinska University Hospital (SE)
- University of Crete (GR)
- University Hospital of Heraklion (GR)
Publication Details
- Journal
- European Journal of Radiology
- Published
- 2025-11-13
- DOI
- https://doi.org/10.1016/j.ejrad.2025.112513
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00