Risa Higashita

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 42

Top Topics

Cell Segmentation

Machine Learning

Top Venues

Medical Image Anal.

Publications

Yinglin Zhang, Ruiling Xi, Lingxi Zeng, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation. IEEE Trans. Medical Imaging 43 (1) (2024)
Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu
Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning. Comput. Methods Programs Biomed. 244 (2024)
Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition. CAAI Trans. Intell. Technol. 9 (2) (2024)
Yinglin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, Jiang Liu
Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu
Regional context-based recalibration network for cataract recognition in AS-OCT. Pattern Recognit. 147 (2024)
Bing Yang, Xiaoqing Zhang, Sanqian Li, Risa Higashita, Jiang Liu
HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT. IEEE Signal Process. Lett. 30 (2023)
Xiao Wu, Yu Chen, Qiuyang Yan, Yuhang Zhao, Jilu Zhao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
DMINet: A lightweight dual-mixed channel-independent network for cataract recognition. IJCNN (2023)
Lingxi Zeng, Yinglin Zhang, Risa Higashita, Jiang Liu
Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies. ICBBE (2023)
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu
Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling. MICCAI (7) (2023)
Yinglin Zhang, Zichao Cai, Risa Higashita, Jiang Liu
LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation. IJCNN (2023)
Yinglin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network. MICCAI (4) (2023)
Yifan Zhou, Bing Yang, Xiaolu Lin, Risa Higashita, Jiang Liu
Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem. CACML (2023)
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu
PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification. CoRR (2023)
Xiaolu Lin, Bing Yang, Yifan Zhou, Risa Higashita, Jiang Liu
Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation. ISBI (2023)
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu
Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling. CoRR (2023)
Guanhua Bai, Sanqian Li, He Zhang, Risa Higashita, Jiang Liu, Jie Li, Meng Zhang
A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting. OMIA@MICCAI (2023)
Sanqian Li, Muxing Xiong, Bing Yang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior. ICASSP (2023)
Yinglin Zhang, Wei Wang, Biao Wang, Zichao Cai, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention. ISBI (2023)
Ruiling Xi, Yinglin Zhang, Ruibin Bai, Risa Higashita, Jiang Liu
SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception. ISBI (2023)
Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu
Lens structure segmentation from AS-OCT images via shape-based learning. Comput. Methods Programs Biomed. 230 (2023)
Yinglin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network. CoRR (2023)
Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu
Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. ICME (2022)
Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu
A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. PRCV (2) (2022)
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image. J. Biomed. Informatics 128 (2022)
Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. Knowl. Based Syst. 250 (2022)
Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images. Medical Image Anal. 80 (2022)
Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang, Jiang Liu, Yitian Zhao
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. IEEE Trans. Medical Imaging 41 (2) (2022)
Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. Health Inf. Sci. Syst. 10 (1) (2022)
Xiaoqing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu
Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey. Int. J. Autom. Comput. 19 (3) (2022)
Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, Jiang Liu
Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. OMIA@MICCAI (2021)
Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu
Angle-closure assessment in anterior segment OCT images via deep learning. Medical Image Anal. 69 (2021)
Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation. CoRR (2021)
Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation. MICCAI (1) (2021)
Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu
Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. ICONIP (2) (2021)
Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu
Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation. ISBI (2021)
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu
Gated Channel Attention Network for Cataract Classification on AS-OCT Image. ICONIP (3) (2021)
Xiaoqing Zhang, Jiansheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey. CoRR (2020)
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu
A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. SMC (2020)
Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu
CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19. ICIC (2) (2020)
Guiping Cao, Wei Zhao, Risa Higashita, Jiang Liu, Wan Chen, Jin Yuan, Yubing Zhang, Ming Yang
An Efficient Lens Structures Segmentation Method on AS-OCT Images. EMBC (2020)
Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu
Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. OMIA@MICCAI (2019)
Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu
Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. COMPAY/OMIA@MICCAI (2018)