Towards real‐time conformal palliative treatment of spine metastases: A deep learning approach for Hounsfield Unit recovery of cone beam CT images
This study demonstrates how a two-stage network facilitates CBCT-based sCT generation across the entire spine without prior CT knowledge, improving HU accuracy and potentially enabling highly-conformal palliative treatment planning for spinal metastases in real time.
Authors
- David J. Granville (ORCID: https://orcid.org/0000-0001-6985-2816)
- Mehan Haidari
- Elsayed Ali
Institutions
- Ottawa Hospital (CA)
- Nova Scotia Health Authority (CA)
- Carleton University (CA)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-04-21
- DOI
- https://doi.org/10.1002/mp.17838
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Sciences and Engineering Research Council of Canada