Prediction of axillary lymph node metastasis with the ultrasound and Magnetic Resonance Imaging features in breast cancer

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1A preoperative prediction model for ipsilateral axillary lymph node metastasis of breast cancer based on clinicopathological and ultrasonography features: a prospective cohort study2025 · 2 citations
2. 2Integration of multi-imaging technique and immunohistochemistry for the development of a predictive nomogram for axillary lymph node metastasis in breast cancer2025
3. 3A non-invasive preoperative prediction model for predicting axillary lymph node metastasis in breast cancer based on a machine learning approach: combining ultrasonographic parameters and breast gamma specific imaging features2024 · 7 citations
4. 4The predict value of lymph node status pre-operation by ultrasound, mammography and MRI in early breast cancer2025 · 4 citations
5. 5Predicting axillary lymph node metastasis in breast cancer based on ultrasound radiofrequency time-series analysis2024