Development and validation of machine learning prognostic models for overall survival in non-surgical prostate cancer patients with bone metastases
The EST model effectively assesses OS in nonsurgical PCBM. The Gleason score holds greater prognostic value than local anatomical staging in this cohort, suggesting clinicians should prioritize early, aggressive combination treatments for high-Gleason, high-burden patients.
Authors
- Y Q Li (ORCID: https://orcid.org/0009-0003-4292-7699)
- S. Li
- Erhao Bao
- Yang Yang
- Ben Wang
- Qingsong Du
- Qilin Yang
Institutions
- North Sichuan Medical University (CN)
- Fourth People's Hospital of Sichuan Province (CN)
- Sichuan Provincial Hospital of Traditional Chinese Medicine (CN)
Publication Details
- Journal
- The Aging Male
- Published
- 2026-03-16
- DOI
- https://doi.org/10.1080/13685538.2026.2644725
- Primary Topic
- Prostate Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00