Whole-lesion-aware network based on freehand ultrasound video for breast cancer assessment: a prospective multicenter study
The WAUVE based on non-standardized ultrasound scanning demonstrated excellent performance in breast cancer assessment which yielded outcomes similar to those of experienced radiologists, indicating the clinical application of the WAUVE model promising.
Authors
- Liwei Wang (ORCID: https://orcid.org/0000-0003-1739-2621)
- Yuanjing Gao (ORCID: https://orcid.org/0000-0002-5382-1836)
- Qi-rong Zhu (ORCID: https://orcid.org/0000-0001-9556-9192)
- Meng Lei (ORCID: https://orcid.org/0000-0001-6810-156X)
- Ling Huo
- Lei Liu (ORCID: https://orcid.org/0000-0003-3010-5439)
- Xinyi Wang (ORCID: https://orcid.org/0000-0002-6280-1300)
- Dong Wang (ORCID: https://orcid.org/0000-0003-3627-2051)
- Rui Zhang (ORCID: https://orcid.org/0000-0003-4660-2042)
- Yong Wang (ORCID: https://orcid.org/0000-0001-7682-0433)
- Lu Ma
- Mengsu Xiao
- Quanlin Wu
- Binghui Tang (ORCID: https://orcid.org/0000-0003-3317-4966)
- Chao Sun (ORCID: https://orcid.org/0000-0002-0051-4453)
- Shuzhen Cheng
- Nan Zhang (ORCID: https://orcid.org/0009-0001-1836-7332)
- Xiaozheng Xie
- Jie Han
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Peking University (CN)
- Peking Union Medical College Hospital (CN)
- National Cancer Center (US)
- Beijing Academy of Artificial Intelligence (CN)
- Third Hospital of Nanchang (CN)
- Second Hospital of Nanchang (CN)
- China National Chemical Engineering (China) (CN)
- Ministry of Education (ET)
- University of Science and Technology Beijing (CN)
Publication Details
- Journal
- Cancer Imaging
- Published
- 2025-06-16
- DOI
- https://doi.org/10.1186/s40644-025-00892-y
- Citations
- 3
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 7.44
Funders
- National Natural Science Foundation of China
- China Postdoctoral Science Foundation
- Chinese Academy of Medical Sciences
- Peking Union Medical College Hospital
- Cancer Foundation of China