On the robustness of [18F]-FDG-PET radiomic features to variations in image acquisition and reconstruction settings: A phantom study
Care should be taken when handling radiomic data extracted from heterogeneously acquired/reconstructed [18F]-FDG-PET images. Alternative strategies could be required to mitigate the effects of variations in these parameters on radiomic features.
Authors
- Roido Manavaki (ORCID: https://orcid.org/0000-0002-4384-6626)
- Luigi Aloj (ORCID: https://orcid.org/0000-0002-7452-4961)
- Maria Delgado-Ortet (ORCID: https://orcid.org/0000-0001-6511-6221)
- L. Escudero (ORCID: https://orcid.org/0000-0003-3464-9206)
- Syafiq Ramlee (ORCID: https://orcid.org/0000-0002-5909-1969)
Institutions
- University of Cambridge (GB)
- Cambridge University Hospitals NHS Foundation Trust (GB)
- Cancer Research UK Cambridge Center (GB)
- Institute of Genetics and Cancer (GB)
- University of Edinburgh (GB)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-10-22
- DOI
- https://doi.org/10.1371/journal.pone.0335219
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00