Deep learning-based prediction of axillary pathological complete response in patients with breast cancer using longitudinal multiregional ultrasound
This study was supported by (1) Noncommunicable Chronic Diseases-National Science and Technology Major Project (No. 2024ZD0531100); (2) Key-Area Research and Development Program of Guangdong Province (No. 2021B0101420006); (3) National Natural Science Foundation of China (No. 82472051, 82471947, 82271941, 82272088); (4) National Science Foundation for Young Scientists of China (No. 82402270, 82202095, 82302190); (5) Guangzhou Municipal Science and Technology Planning Project (No. 2025A04J4773, 2025A04J4774); (6) the Natural Science Foundation of Guangdong Province of China (No. 2025A1515011607); (7) Medical Scientific Research Foundation of Guangdong Province of China (No. A2024403); (8) Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application (No. 2022B1212010011); (9) Outstanding Youth Science Foundation of Yunnan Basic Research Project (No. 202401AY070001-316); (10) Innovative Research Team of Yunnan Province (No. 202505AS350013).
Authors
- Jiayao Shi
- Zhenhui Li (ORCID: https://orcid.org/0000-0001-7221-2588)
- Yanfen Cui (ORCID: https://orcid.org/0000-0001-6631-5687)
- Xiao‐Qing Pei
- Lei Wu (ORCID: https://orcid.org/0009-0007-2719-1416)
- Chunwang Huang (ORCID: https://orcid.org/0000-0003-2152-5298)
- Yumeng Wang (ORCID: https://orcid.org/0000-0001-5772-5924)
- Jiaxin Huang (ORCID: https://orcid.org/0000-0002-7430-7967)
- Shufang Pei
- Yu Liu (ORCID: https://orcid.org/0009-0005-5475-2632)
- Ying Wang (ORCID: https://orcid.org/0000-0003-4524-1812)
- Yuxiang Wang (ORCID: https://orcid.org/0000-0002-1049-8469)
- Changhong Liang
- Zejun Zhu
- Mengxia Yao (ORCID: https://orcid.org/0009-0008-2191-879X)
- Zaiyi Liu
- Lifen Yan
Institutions
- Guangzhou University of Chinese Medicine (CN)
- Sun Yat-sen University (CN)
- Shanxi Medical University (CN)
- Kunming Medical University (CN)
- Key Laboratory of Guangdong Province (CN)
- First Affiliated Hospital of Guangzhou Medical University (CN)
- Shanxi Provincial Cancer Hospital (CN)
- Cancer Hospital of Chinese Academy of Medical Sciences (CN)
- Guangdong Academy of Medical Sciences (CN)
- Sun Yat-sen University Cancer Center (CN)
- Guangzhou Medical University (CN)
Publication Details
- Journal
- EBioMedicine
- Published
- 2025-08-27
- DOI
- https://doi.org/10.1016/j.ebiom.2025.105896
- Citations
- 5
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 12.40