The suitability of radiomics extracted from 4DCT motion‐compensated reconstruction
This study highlights differences in radiomic feature selection and predictive performance between MC reconstructions and individual 4DCT phases. MC reconstructions were a viable alternative, demonstrating robustness across registration algorithms. Both approaches can be integrated into radiomics pipelines, but image type selection should be carefully considered.
Authors
- Alan McWilliam (ORCID: https://orcid.org/0000-0002-7344-2868)
- A. Davey (ORCID: https://orcid.org/0000-0002-8377-5113)
- Chelsea A. H. Sargeant (ORCID: https://orcid.org/0000-0002-8737-4835)
Institutions
- Manchester Academic Health Science Centre (GB)
- University of Manchester (GB)
- The Christie NHS Foundation Trust (GB)
Publication Details
- Journal
- Journal of Applied Clinical Medical Physics
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1002/acm2.70254
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00