Efficacy analysis and survival prediction of unique chemotherapy regimens for osteosarcoma in China
The unique chemotherapy regimen showed superior survival outcomes. Prognostic evaluation should integrate multiple clinical and pathological indicators. Machine learning models, particularly RF and Extra Trees, offer powerful tools for individualized survival prediction and treatment planning in osteosarcoma.
Authors
- Ruizhen Wang
- Fei Gao (ORCID: https://orcid.org/0000-0003-3351-457X)
- Zhen Bao
- Wei Wang
- Fengrong Chen
- Jing Yang
Institutions
- Chinese PLA General Hospital (CN)
- First Affiliated Hospital of Xiamen University (CN)
- Taiwan Centers for Disease Control (TW)
- First Affiliated Hospital of Henan University (CN)
Publication Details
- Journal
- Frontiers in Physiology
- Published
- 2026-02-13
- DOI
- https://doi.org/10.3389/fphys.2026.1692741
- Primary Topic
- Sarcoma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00