Construction of a prediction model for axillary lymph node metastasis in breast cancer patients based on a multimodal fusion strategy of ultrasound and pathological images
Our study provides a multilayer fusion strategy using ultrasound and pathology images of the primary tumor to predict ALNM in breast cancer patients. Although achieving suboptimal performance, this model has the potential to determine appropriate axillary treatment options for patients with breast cancer.
Authors
- Yu Wu (ORCID: https://orcid.org/0000-0002-1444-5874)
- Beibei Liu (ORCID: https://orcid.org/0000-0001-7564-7923)
- Lingli Peng (ORCID: https://orcid.org/0000-0002-2680-7932)
- Feixiang Xiang (ORCID: https://orcid.org/0000-0002-8794-9598)
- Lan Yu
Institutions
- Union Hospital (HK)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-09-09
- DOI
- https://doi.org/10.3389/fonc.2025.1591858
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Hubei Province