Identification of lesion images from gastrointestinal endoscope based on feature extraction of combinational methods with and without learning process. - Ding-Yun Liu; Tao Gan; Nini Rao; Yao-Wen Xing; Jie Zheng; Sang Li; Cheng-Si Luo; Zhong-Jun Zhou; Yong-Li Wan (Medical Image Anal., 2016)

Annotating Early Esophageal Cancers Based on Two Saliency Levels of Gastroscopic Images. - Ding-Yun Liu; Nini Rao; Xinming Mei; Hongxiu Jiang; Quanchi Li; Cheng-Si Luo; Qian Li; Chengshi Zeng; Bing Zeng; Tao Gan (J. Medical Syst., 2018)

Computer Aided Annotation of Early Esophageal Cancer in Gastroscopic Images based on Deeplabv3+ Network. - Ding-Yun Liu; Hong Xiu Jiang; Ni Ni Rao; Cheng-Si Luo; Wen Ju Du 002; Zheng Wen Li; Tao Gan (ICBIP, 2019)

Review on the Applications of Deep Learning in the Analysis of Gastrointestinal Endoscopy Images. - Wenju Du 002; Nini Rao; Ding-Yun Liu; Hongxiu Jiang; Cheng-Si Luo; Zheng Wen Li; Tao Gan; Bing Zeng (IEEE Access, 2019)

Depth Information-Based Automatic Annotation of Early Esophageal Cancers in Gastroscopic Images Using Deep Learning Techniques. - Ding-Yun Liu; Hongxiu Jiang; Nini Rao; Wenju Du 002; Cheng-Si Luo; Zheng Wen Li; Linlin Zhu; Tao Gan (IEEE Access, 2020)