Risa Higashita

According to our database, Risa Higashita authored at least 44 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception.

Yinglin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, Jiang Liu

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Regional context-based recalibration network for cataract recognition in AS-OCT.

Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu

Pattern Recognit., March, 2024

Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation.

Yinglin Zhang, Ruiling Xi, Lingxi Zeng, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu

IEEE Trans. Medical Imaging, January, 2024

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.

Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

CoRR, 2024

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning.

Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu

Comput. Methods Programs Biomed., 2024

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition.

Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu

CAAI Trans. Intell. Technol., 2024

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.

Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

Proceedings of the Ophthalmic Medical Image Analysis - 11th International Workshop, 2024

2023

Lens structure segmentation from AS-OCT images via shape-based learning.

Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu

Comput. Methods Programs Biomed., March, 2023

HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT.

Bing Yang, Xiaoqing Zhang, Sanqian Li, Risa Higashita, Jiang Liu

IEEE Signal Process. Lett., 2023

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling.

Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu

CoRR, 2023

PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification.

Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu

CoRR, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling.

Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting.

Guanhua Bai, Sanqian Li, He Zhang, Risa Higashita, Jiang Liu, Jie Li, Meng Zhang

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention.

Yinglin Zhang, Wei Wang, Biao Wang, Zichao Cai, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception.

Ruiling Xi, Yinglin Zhang, Ruibin Bai, Risa Higashita, Jiang Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation.

Xiaolu Lin, Bing Yang, Yifan Zhou, Risa Higashita, Jiang Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation.

Yinglin Zhang, Zichao Cai, Risa Higashita, Jiang Liu

Proceedings of the International Joint Conference on Neural Networks, 2023

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

Proceedings of the International Joint Conference on Neural Networks, 2023

Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies.

Lingxi Zeng, Yinglin Zhang, Risa Higashita, Jiang Liu

Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023

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

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem.

Yifan Zhou, Bing Yang, Xiaolu Lin, Risa Higashita, Jiang Liu

Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

2022

Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT.

Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang, Jiang Liu, Yitian Zhao

IEEE Trans. Medical Imaging, 2022

Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images.

Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu

Medical Image Anal., 2022

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.

Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu

Knowl. Based Syst., 2022

Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.

Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu

J. Biomed. Informatics, 2022

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey.

Xiao-Qing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu

Int. J. Autom. Comput., 2022

Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images.

Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu

Health Inf. Sci. Syst., 2022

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.

Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification.

Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021

Angle-closure assessment in anterior segment OCT images via deep learning.

Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu

Medical Image Anal., 2021

A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation.

Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu

CoRR, 2021

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

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.

Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction.

Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu

Proceedings of the Neural Information Processing - 28th International Conference, 2021

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

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey.

Xiaoqing Zhang, Jiansheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu

CoRR, 2020

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

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19.

Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu

Proceedings of the Intelligent Computing Theories and Application, 2020

An Efficient Lens Structures Segmentation Method on AS-OCT Images.

Guiping Cao, Wei Zhao, Risa Higashita, Jiang Liu, Wan Chen, Jin Yuan, Yubing Zhang, Ming Yang

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

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

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

2018

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

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018