| 2025 | ICASSP | Exploring Temporal Constraints for Unsupervised Iris Motion Tracking in AS-OCT Videos. | Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Xiaoling Li, Jinming Duan, Jiang Liu |
| 2025 | MICCAI | DVIA-Net: Dual-Path Video Information Aggregation Network for Anterior Chamber Angle Analysis. | Lingxi Zeng, Yinglin Zhang, Jialin Li, Xiaoli Xing, Lingxi Hu, Chenglin Yao, Tianhang Liu, Yi Yue, Zunjie Xiao, Chen Lin, Risa Higashita, Jiang Liu |
| 2024 | MICCAI | MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. | Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu |
| 2023 | ICANN | Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images. | Huihong Zhang, Xiaoqing Zhang, Yinlin Zhang, Risa Higashita, Jiang Liu |
| 2023 | ICASSP | Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior. | Sanqian Li, Muxing Xiong, Bing Yang, Xiaoqing Zhang, Risa Higashita, Jiang Liu |
| 2023 | IJCNN | DMINet: A lightweight dual-mixed channel-independent network for cataract recognition. | Xiao Wu, Yu Chen, Qiuyang Yan, Yuhang Zhao, Jilu Zhao, Xiaoqing Zhang, Risa Higashita, Jiang Liu |
| 2023 | IJCNN | LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation. | Yinglin Zhang, Zichao Cai, Risa Higashita, Jiang Liu |
| 2023 | MICCAI | A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting. | Guanhua Bai, Sanqian Li, He Zhang, Risa Higashita, Jiang Liu, Jie Li, Meng Zhang |
| 2023 | MICCAI | Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling. | Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu |
| 2023 | MICCAI | Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network. | Yinglin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu |
| 2021 | ICONIP | Gated Channel Attention Network for Cataract Classification on AS-OCT Image. | Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu |
| 2021 | ICONIP | Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. | Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu |
| 2021 | MICCAI | A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation. | Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu |
| 2021 | MICCAI | Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. | Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, Jiang Liu |
| 2020 | SMC | A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. | Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu |
| 2019 | MICCAI | Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. | Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu |
| 2018 | MICCAI | Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. | Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu |