Evolving prognostic paradigms in lung adenocarcinoma with brain metastases: a web-based predictive model enhanced by machine learning
This study has developed an XGBoost-based machine learning model with an accompanying web-based application, providing a novel resource for clinicians to support personalized decision-making and enhance treatment outcomes for LUAD patients with BM.
Authors
- Min Liang (ORCID: https://orcid.org/0000-0002-6313-2022)
- Shifan Tan (ORCID: https://orcid.org/0009-0007-8973-1828)
- Mafeng Chen
- Lihong Wu (ORCID: https://orcid.org/0000-0002-4561-9400)
- Zhiwen Zhang (ORCID: https://orcid.org/0009-0003-0717-3887)
- Huang Jian
Institutions
- Boxing People's Hospital (CN)
Publication Details
- Journal
- Discover Oncology
- Published
- 2025-02-04
- DOI
- https://doi.org/10.1007/s12672-025-01854-3
- Primary Topic
- Lung Cancer Treatments and Mutations
- Type
- article
- Field-Weighted Citation Impact
- 0.00