Prediction of brain metastasis progression after stereotactic radiosurgery: sensitivity to changing the definition of progression
Variability in the definition of BM progression has a measurable impact on the performance of an MRI radiomic-based ML model predicting post-SRS progression. A consistent, clinically relevant definition of post-SRS progression across studies would enable robust comparison of proposed ML systems, thereby accelerating progress in this field.
Authors
- Robert Policelli
- Terence Tang (ORCID: https://orcid.org/0000-0002-1735-7298)
- Andrew Leung (ORCID: https://orcid.org/0000-0003-3349-1574)
- David A. DeVries
- Ghada Alqaidy
- Ali Albweady (ORCID: https://orcid.org/0000-0001-5646-3635)
- Joanna Laba
- Aaron D. Ward
Institutions
- Western University (CA)
- Qassim University (SA)
- London Health Sciences Centre (CA)
- King Fahd Armed Forces Hospital (SA)
Publication Details
- Journal
- Journal of Medical Imaging
- Published
- 2025-04-08
- DOI
- https://doi.org/10.1117/1.jmi.12.2.024504
- Primary Topic
- Brain Metastases and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Canadian Institutes of Health Research