Ultrasound Habitat Radiomics Plus Clinical Features for Pre‐Operative Prediction of Sentinel Lymph Node Metastasis in Breast Cancer
The habitat model demonstrated superior predictive performance compared with models based solely on ultrasound radiomics or clinical features, and the multimodal approach yielded the best overall accuracy. This combined model offers a promising non-invasive tool for pre-operative assessment of SLN status in patients with BC and may assist clinical decision-making.
Authors
- Tiantian Ye (ORCID: https://orcid.org/0009-0000-7262-8970)
- Wen Liang
- Ming Hao (ORCID: https://orcid.org/0000-0003-0733-7178)
- Yiwei Wang (ORCID: https://orcid.org/0000-0003-4299-4106)
- Peng Han (ORCID: https://orcid.org/0009-0002-6742-0539)
- Mingjie Gao
Institutions
- Beijing Luhe Hospital Affiliated to Capital Medical University (CN)
Publication Details
- Journal
- Journal of Ultrasound in Medicine
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1002/jum.70129
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.36