Development and validation of a nomogram model of lung metastasis in breast cancer based on machine learning algorithm and cytokines
Using machine learning algorithms, this study developed aa nomogram that could effectively identify BC patients who were at a higher risk of developing LM, thus providing a valuable tool for decision-making in clinical settings.
Authors
- Lansheng Zhang (ORCID: https://orcid.org/0000-0003-2772-3797)
- Wei Bao (ORCID: https://orcid.org/0000-0002-7301-5786)
- Miao Hao (ORCID: https://orcid.org/0000-0002-8386-2145)
- Zhaoyi Li
Institutions
- Tongji University (CN)
- Xuzhou Medical College (CN)
- Second Affiliated Hospital of Xuzhou Medical College (CN)
- Yangpu Hospital of Tongji University (CN)
Publication Details
- Journal
- BMC Cancer
- Published
- 2025-04-14
- DOI
- https://doi.org/10.1186/s12885-025-14101-3
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.36