# A machine learning model based on ultrasound image features to assess the risk of sentinel lymph node metastasis in breast cancer patients: Applications of scikit-learn and SHAP

> Research article (Frontiers in Oncology, 2022) · cited 51× · AI/ML

**Wikidata**: [openalex:W4287307772](https://www.wikidata.org/wiki/openalex:W4287307772)  
**Source**: https://4ort.xyz/entity/a-machine-learning-model-based-on-ultrasound-image-features-to-assess-the-risk-of-sentinel-lymph-node-metastasis-in-brea