A shapley additive exPlanations (SHAP)-driven quantitative ultrasound radiomics model for non-invasive HER2 status prediction in invasive breast cancer based on intratumoral and peritumoral habitat features

Yunpei Zhu, Hui Wang, Qifan Hu, Yanping Dou

Open source

DOI
10.1186/s13058-026-02360-2
Published
2026-08-10
Container
Breast Cancer Research
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s13058-026-02360-2,
  title = {A shapley additive exPlanations (SHAP)-driven quantitative ultrasound radiomics model for non-invasive HER2 status prediction in invasive breast cancer based on intratumoral and peritumoral habitat features},
  author = {Yunpei Zhu and Hui Wang and Qifan Hu and Yanping Dou},
  year = {2026},
  journal = {Breast Cancer Research},
  doi = {10.1186/s13058-026-02360-2},
  url = {https://doi.org/10.1186/s13058-026-02360-2}
}

RIS

TY  - JOUR
TI  - A shapley additive exPlanations (SHAP)-driven quantitative ultrasound radiomics model for non-invasive HER2 status prediction in invasive breast cancer based on intratumoral and peritumoral habitat features
AU  - Yunpei Zhu
AU  - Hui Wang
AU  - Qifan Hu
AU  - Yanping Dou
PY  - 2026
JO  - Breast Cancer Research
DO  - 10.1186/s13058-026-02360-2
UR  - https://doi.org/10.1186/s13058-026-02360-2
ER  - 

APA

Zhu, Y., Wang, H., Hu, Q., & Dou, Y. (2026). A shapley additive exPlanations (SHAP)-driven quantitative ultrasound radiomics model for non-invasive HER2 status prediction in invasive breast cancer based on intratumoral and peritumoral habitat features. Breast Cancer Research. https://doi.org/10.1186/s13058-026-02360-2

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