Risa Higashita

63 papers A 1B 3Misc 2Journal 35Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT. Medical Image Anal. Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Yi Yue, Zunjie Xiao, YingLin Zhang, Chenglin Yao, Jinming Duan, Jiang Liu
2026	J	`jnl`	Multi-path sensory substitution device navigates the blind and visually impaired individuals. Displays Zaidao Han, Sanqian Li, Xiang Wang, Xiaoqing Hu, Risa Higashita, Jiang Liu
2026	J	`jnl`	Online Bayesian Approximation Based Uncertainty Aware Model for Ophthalmic Image Segmentation. IEEE J. Biomed. Health Informatics YingLin Zhang, Risa Higashita, Lingxi Zeng, Jialin Li, Ruiling Xi, Tianhang Liu, Huazhu Fu, Dave Towey, Ruibin Bai, Jiang Liu
2026	J	`jnl`	Untrained Network Prior With Spectral Bias Compensation for Speckle Removal in AS-OCT. IEEE Signal Process. Lett. Sanqian Li, Dehan Wang, Muxing Xiong, Risa Higashita, Jiang Liu
2025	J	`jnl`	A Contrast-Aware Edge Enhancement GAN for Unpaired Anterior Segment OCT Image Denoising. IEEE Trans. Circuits Syst. Video Technol. Sanqian Li, Yizhou Wang, Risa Higashita, Huazhu Fu, Jiang Liu
2025	J	`jnl`	Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT. CoRR Zunjie Xiao, Xiao Wu, Tianhang Liu, Lingxi Hu, Yinling Zhang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025	—	`conf`	DVIA-Net: Dual-Path Video Information Aggregation Network for Anterior Chamber Angle Analysis. OMIA@MICCAI Lingxi Zeng, YingLin Zhang, Jialin Li, Xiaoli Xing, Lingxi Hu, Chenglin Yao, Tianhang Liu, Yi Yue, Zunjie Xiao, Chen Lin, Risa Higashita, Jiang Liu
2025	J	`jnl`	Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification. CoRR Xiao Wu, Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Risa Higashita, Jiang Liu
2025	J	`jnl`	Explainable machine learning framework for cataracts recognition using visual features. Vis. Comput. Ind. Biomed. Art Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025	Misc	`conf`	Exploring Temporal Constraints for Unsupervised Iris Motion Tracking in AS-OCT Videos. ICASSP Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Xiaoling Li, Jinming Duan, Jiang Liu
2025	J	`jnl`	Pathology Context Recalibration Network for Ocular Disease Recognition. CoRR Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025	J	`jnl`	Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image. Medical Image Anal. YingLin Zhang, Ruiling Xi, Risa Higashita, Keiichiro Okamoto, Kazutaka Kamiya, Kazunori Miyata, Akihito Igarashi, Seiichiro Hata, Tomoaki Nakamura, Jiang Liu
2025	J	`jnl`	Retinal OCT image segmentation with deep learning: A review of advances, datasets, and evaluation metrics. Comput. Medical Imaging Graph. Huihong Zhang, Bing Yang, Sanqian Li, Xiaoqing Zhang, Xiaoling Li, Tianhang Liu, Risa Higashita, Jiang Liu
2025	J	`jnl`	Score Prior Guided Iterative Solver for Speckles Removal in Optical Coherent Tomography Images. IEEE J. Biomed. Health Informatics Sanqian Li, Risa Higashita, Huazhu Fu, Bing Yang, Jiang Liu
2025	J	`jnl`	Structural uncertainty estimation for medical image segmentation. Medical Image Anal. Bing Yang, Xiaoqing Zhang, Huihong Zhang, Sanqian Li, Risa Higashita, Jiang Liu
2025	J	`jnl`	VOIC: Visible-Occluded Decoupling for Monocular 3D Semantic Scene Completion. CoRR Zaidao Han, Risa Higashita, Jiang Liu
2024	—	`conf`	Depth-aware Image Captioning with Bus Dataset for Visually Impaired Individuals. CSAI Xiang Wang, Sanqian Li, Risa Higashita, Jie Li, Hongwu Qin, Jiang Liu
2024	J	`jnl`	Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception. IEEE Trans. Emerg. Top. Comput. Intell. YingLin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, Jiang Liu
2024	—	`conf`	MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. OMIA@MICCAI Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024	J	`jnl`	MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. CoRR Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024	J	`jnl`	Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition. CAAI Trans. Intell. Technol. Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu
2024	J	`jnl`	Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning. Comput. Methods Programs Biomed. Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu
2024	J	`jnl`	Regional context-based recalibration network for cataract recognition in AS-OCT. Pattern Recognit. Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu
2024	J	`jnl`	Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation. IEEE Trans. Medical Imaging YingLin Zhang, Ruiling Xi, Lingxi Zeng, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2023	—	`conf`	A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting. OMIA@MICCAI Guanhua Bai, Sanqian Li, He Zhang, Risa Higashita, Jiang Liu, Jie Li, Meng Zhang
2023	—	`conf`	Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling. MICCAI (7) Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu
2023	J	`jnl`	Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling. CoRR Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu
2023	—	`conf`	Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies. ICBBE Lingxi Zeng, YingLin Zhang, Risa Higashita, Jiang Liu
2023	B	`conf`	DMINet: A lightweight dual-mixed channel-independent network for cataract recognition. IJCNN Xiao Wu, Yu Chen, Qiuyang Yan, Yuhang Zhao, Jilu Zhao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2023	—	`conf`	Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation. ISBI Xiaolu Lin, Bing Yang, Yifan Zhou, Risa Higashita, Jiang Liu
2023	—	`conf`	Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network. MICCAI (4) YingLin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2023	J	`jnl`	Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network. CoRR YingLin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2023	—	`conf`	Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem. CACML Yifan Zhou, Bing Yang, Xiaolu Lin, Risa Higashita, Jiang Liu
2023	J	`jnl`	HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT. IEEE Signal Process. Lett. Bing Yang, Xiaoqing Zhang, Sanqian Li, Risa Higashita, Jiang Liu
2023	J	`jnl`	Lens structure segmentation from AS-OCT images via shape-based learning. Comput. Methods Programs Biomed. Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu
2023	B	`conf`	LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation. IJCNN YingLin Zhang, Zichao Cai, Risa Higashita, Jiang Liu
2023	J	`jnl`	Nuclear cataract classification in anterior segment OCT based on clinical global-local features. Complex Intell. Syst. Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yu Chen, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2023	Misc	`conf`	Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior. ICASSP Sanqian Li, Muxing Xiong, Bing Yang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2023	J	`jnl`	PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification. CoRR Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu
2023	—	`conf`	Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images. ICANN (2) Huihong Zhang, Xiaoqing Zhang, Yinlin Zhang, Risa Higashita, Jiang Liu
2023	—	`conf`	SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception. ISBI Ruiling Xi, YingLin Zhang, Ruibin Bai, Risa Higashita, Jiang Liu
2023	—	`conf`	UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention. ISBI YingLin Zhang, Wei Wang, Biao Wang, Zichao Cai, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2022	—	`conf`	A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. PRCV (2) Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu
2022	J	`jnl`	Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image. J. Biomed. Informatics Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu
2022	J	`jnl`	Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images. Medical Image Anal. Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu
2022	J	`jnl`	CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. Knowl. Based Syst. Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2022	A	`conf`	Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. ICME Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu
2022	J	`jnl`	Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. IEEE Trans. Medical Imaging Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang, Jiang Liu, Yitian Zhao
2022	J	`jnl`	Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey. Int. J. Autom. Comput. Xiao-Qing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu
2022	J	`jnl`	Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. Health Inf. Sci. Syst. Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu
2021	J	`jnl`	A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation. CoRR YingLin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
2021	—	`conf`	A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation. MICCAI (1) YingLin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
2021	J	`jnl`	Angle-closure assessment in anterior segment OCT images via deep learning. Medical Image Anal. Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu
2021	—	`conf`	Gated Channel Attention Network for Cataract Classification on AS-OCT Image. ICONIP (3) Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu
2021	—	`conf`	Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. ICONIP (2) Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu
2021	—	`conf`	Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. OMIA@MICCAI Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, Jiang Liu
2021	—	`conf`	Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation. ISBI Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu
2020	B	`conf`	A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. SMC Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu
2020	—	`conf`	An Efficient Lens Structures Segmentation Method on AS-OCT Images. EMBC Guiping Cao, Wei Zhao, Risa Higashita, Jiang Liu, Wan Chen, Jin Yuan, Yubing Zhang, Ming Yang
2020	—	`conf`	CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19. ICIC (2) Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu
2020	J	`jnl`	Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey. CoRR Xiaoqing Zhang, Jiansheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu
2019	—	`conf`	Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. OMIA@MICCAI 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	—	`conf`	Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. COMPAY/OMIA@MICCAI Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu