Deep learning for real-time detection of breast cancer presenting pathological nipple discharge by ductoscopy.

Xu, Feng; Zhu, Chuang; Wang, Zhihao; Zhang, Lei; Gao, Haifeng; Ma, Zhenhai; Gao, Yue; Guo, Yang; Li, Xuewen; Luo, Yunzhao; Li, Mengxin; Shen, Guangqian; Liu, He; Li, Yanshuang; Zhang, Chao; Cui, Jianxiu; Li, Jie; Jiang, Hongchuan; Liu, Jun

Xu, Feng; Zhu, Chuang; Wang, Zhihao; Zhang, Lei; Gao, Haifeng; Ma, Zhenhai; Gao, Yue; Guo, Yang; Li, Xuewen; Luo, Yunzhao; Li, Mengxin; Shen, Guangqian; Liu, He; Li, Yanshuang; Zhang, Chao; Cui, Jianxiu; Li, Jie; Jiang, Hongchuan; Liu, Jun.

Afiliação

Xu F; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Zhu C; School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China.
Wang Z; School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China.
Zhang L; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Gao H; Breast Disease Prevention and Treatment Center, Haidian Maternal and Child Health Hospital, Beijing, China.
Ma Z; Department of General Surgery , Beijing Huairou Hospital, Beijing, China.
Gao Y; Department of General Surgery , Beijing Huairou Hospital, Beijing, China.
Guo Y; Department of Breast Surgery, Beijing Yanqing District Maternal and Child Health Care Hospital, Beijing, China.
Li X; Department of General Surgery, Beijing Pinggu Hospital, Beijing, China.
Luo Y; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Li M; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Shen G; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Liu H; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Li Y; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Zhang C; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Cui J; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Li J; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Jiang H; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Liu J; Department of Breast Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.