Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning. - Zhen Yu; Ruiye Chen; Peng Gui; Lie Ju; Xianwen Shang; Zhuoting Zhu; Mingguang He; Zongyuan Ge (MICCAI (7), 2023)

Towards Open-Scenario Semi-supervised Medical Image Classification. - Lie Ju; Yicheng Wu 001; Wei Feng 015; Zhen Yu; Lin Wang 027; Zhuoting Zhu; Zongyuan Ge (CoRR, 2023)

EBD: an eye biomarker database. - Xueli Zhang; Lingcong Kong; Shunming Liu; Xiayin Zhang; Xianwen Shang; Zhuoting Zhu; Yu Huang; Shuo Ma; Jason Ha; Katerina V. Kiburg; Chunwen Zheng; Yunyan Hu; et al. (Bioinform., 2023)

Universal Semi-supervised Learning for Medical Image Classification. - Lie Ju; Yicheng Wu 001; Wei Feng 015; Zhen Yu; Lin Wang 027; Zhuoting Zhu; Zongyuan Ge (MICCAI (12), 2024)

A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. - Ziyi Qi; Tingyao Li; Jun Chen 005; Jason C. Yam; Yang Wen; Gengyou Huang; Hua Zhong; Mingguang He; Dan Zhu; Rongping Dai; Bo Qian; Jingjing Wang; et al. (npj Digit. Medicine, 2024)

Real-world feasibility, accuracy and acceptability of automated retinal photography and AI-based cardiovascular disease risk assessment in Australian primary care settings: a pragmatic trial. - Wenyi Hu; Zhihong Lin; Malcolm Clark; Jacqueline Henwood; Xianwen Shang; Ruiye Chen; Katerina V. Kiburg; Lei Zhang 095; Zongyuan Ge; Peter van Wijngaarden; Zhuoting Zhu; Mingguang He (npj Digit. Medicine, 2025)

Development and multicenter validation of an AI driven model for quantitative meibomian gland evaluation. - Li Li; Kunhong Xiao; Taichen Lai; Kunfeng Lai; Jiawen Lin; Zongyuan Ge; Lingyi Liang; Hao Huang; Xiaoshan Zhang; Li Liu; Yujie Wang; Xianwen Shang; et al. (npj Digit. Medicine, 2025)

A cross population study of retinal aging biomarkers with longitudinal pre-training and label distribution learning. - Zhen Yu; Ruiye Chen; Peng Gui; Wei Wang 077; Imran Razzak; Hamid Alinejad-Rokny; Xiaomin Zeng; Xianwen Shang; Lei Zhang 095; Xiaohong Yang; Honghua Yu; Wenyong Huang; et al. (npj Digit. Medicine, 2025)

Delving into Out-of-Distribution Detection with Medical Vision-Language Models. - Lie Ju; Sijin Zhou; Yukun Zhou; Huimin Lu 001; Zhuoting Zhu; Pearse A. Keane; Zongyuan Ge (CoRR, 2025)

What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening. - Yueye Wang; Wenyi Hu; Keyao Zhou; Chi Liu 002; Jian Zhang; Zhuoting Zhu; Sanil Joseph; Qiuxia Yin; Lixia Luo; Xiaotong Han; Mingguang He; Lei Zhang 095 (CoRR, 2025)