Context-level machine learning to improve the identification of lymph node and bone metastases in prostate cancer patients using [18F]PSMA-1007 PET
We successfully developed models to accurately identify lymph node and bone metastases. We underscored the potential of leveraging contextual information in machine learning methods to improve the identification of lymph node and bone metastases.
Authors
- J.D. van Dijk (ORCID: https://orcid.org/0000-0001-7514-789X)
- Henk Stevens
- J A Van Dalen
- Remco Poelarends
- Brian N. Vendel
Institutions
- Isala (NL)
Publication Details
- Journal
- EJNMMI Physics
- Published
- 2025-12-22
- DOI
- https://doi.org/10.1186/s40658-025-00812-w
- Primary Topic
- Prostate Cancer Treatment and Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00