Preoperative prediction of breast cancer Ki-67 status via multimodal ultrasound-clinical nomogram: a single-center study
The validated nomogram provides clinically useful preoperative prediction of Ki-67 status (AUC =0.797; bootstrap-corrected 0.771), with hyperechoic halo presence, posterior echo reduction, calcifications, and high Adler grade as key predictors.
Authors
- Dong Chen (ORCID: https://orcid.org/0000-0002-7692-7529)
- Zhi-Rui Chuan
- Nian-Qiu Liu
- Xiao-kai Lu
- Haitao Chen (ORCID: https://orcid.org/0000-0001-9937-8676)
- Yingxian Zhang (ORCID: https://orcid.org/0009-0006-3039-1331)
- Xiao-Mao Luo
- Yin-Xi Qu
- Zhi-Yao Li
- Yi-Hang Li
Institutions
- Kunming Medical University (CN)
- First Affiliated Hospital of Kunming Medical University (CN)
Publication Details
- Journal
- Translational Cancer Research
- Published
- 2025-12-01
- DOI
- https://doi.org/10.21037/tcr-2025-1652
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00