Preoperative lymph node metastasis risk assessment in invasive micropapillary carcinoma of the breast: development of a machine learning-based predictive model with a web-based calculator
This study identified key predictors of LNM in breast IMPC and developed a well-calibrated nomogram to support individualized treatment decision-making.
Authors
- Yingxiao Jiang (ORCID: https://orcid.org/0009-0005-3069-9152)
- Furong Hao (ORCID: https://orcid.org/0000-0002-5402-0109)
- Yuxin Qiu
- Peiyan Qin
- Xiangdi Meng (ORCID: https://orcid.org/0000-0002-2019-504X)
- Nan Wang (ORCID: https://orcid.org/0000-0002-0983-3389)
- Xiaoxiao Wang (ORCID: https://orcid.org/0000-0002-3712-9823)
- Yang Li (ORCID: https://orcid.org/0000-0003-4022-7341)
- Yan Zhang (ORCID: https://orcid.org/0000-0002-7983-8396)
Institutions
- Weifang Medical University (CN)
- Weifang People's Hospital (CN)
Publication Details
- Journal
- World Journal of Surgical Oncology
- Published
- 2025-04-22
- DOI
- https://doi.org/10.1186/s12957-025-03807-0
- Citations
- 1
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.94