| 2025 | MICCAI | RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports. | Jiushen Cai, Weihang Zhang, Hanruo Liu, Ningli Wang, Huiqi Li |
| 2024 | MICCAI | RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports. | Jiawei Du, Jia Guo, Weihang Zhang, Shengzhu Yang, Hanruo Liu, Huiqi Li, Ningli Wang |
| 2021 | CVPR | Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. | Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng |
| 2021 | MICCAI | Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification. | Qi Bi, Shuang Yu, Wei Ji, Cheng Bian, Lijun Gong, Hanruo Liu, Kai Ma, Yefeng Zheng |
| 2021 | MICCAI | MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. | Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng |
| 2020 | MICCAI | DeepGF: Glaucoma Forecast Using the Sequential Fundus Images. | Liu Li, Xiaofei Wang, Mai Xu, Hanruo Liu, Ximeng Chen |
| 2020 | MICCAI | Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. | Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng |
| 2020 | MICCAI | Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling. | Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng |
| 2019 | CVPR | Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model. | Liu Li, Mai Xu, Xiaofei Wang, Lai Jiang, Hanruo Liu |