The development and validation of pathological sections based U-Net deep learning segmentation model for the detection of esophageal mucosa and squamous cell neoplasm.

Su, Feng; Zhang, Wei; Liu, Yunzhong; Chen, Shanglin; Lin, Miao; Feng, Mingxiang; Yin, Jun; Tan, Lijie; Shen, Yaxing

Su, Feng; Zhang, Wei; Liu, Yunzhong; Chen, Shanglin; Lin, Miao; Feng, Mingxiang; Yin, Jun; Tan, Lijie; Shen, Yaxing.

Afiliação

Su F; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Zhang W; Department of Cardio and Thoracic Surgery, Hanzhong Central Hospital, Hanzhong, China.
Liu Y; Department of Cardio and Thoracic Surgery, The First Affiliated Hospital of Hainan Medical University, Haikou, China.
Chen S; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Lin M; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Feng M; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Yin J; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Tan L; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Shen Y; Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.