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2020 – today
- 2024
[j14]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): 319-332 (2024)- [j13]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: 107958 (2024) - [j12]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: 110069 (2024) - [j11]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): 2297-2309 (2024) - [j10]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): 309-320 (2024) - [c25]Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu:
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. OMIA@MICCAI 2024: 63-72 - [i6]Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu:
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. CoRR abs/2408.08600 (2024) - 2023
- [j9]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: 107322 (2023) - [j8]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: 1342-1346 (2023) - [c24]Yifan Zhou, Bing Yang, Xiaolu Lin, Risa Higashita, Jiang Liu:
Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem. CACML 2023: 366-370 - [c23]Huihong Zhang, Xiaoqing Zhang, Yinlin Zhang, Risa Higashita, Jiang Liu:
Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images. ICANN (2) 2023: 570-581 - [c22]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: 1-5 - [c21]Lingxi Zeng, Yinglin Zhang, Risa Higashita, Jiang Liu:
Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies. ICBBE 2023: 1 - [c20]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: 1-8 - [c19]Yinglin Zhang, Zichao Cai, Risa Higashita, Jiang Liu:
LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation. IJCNN 2023: 1-7 - [c18]Xiaolu Lin, Bing Yang, Yifan Zhou, Risa Higashita, Jiang Liu:
Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation. ISBI 2023: 1-5 - [c17]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: 1-5 - [c16]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: 1-5 - [c15]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: 142-151 - [c14]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: 323-332 - [c13]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: 660-670 - [i5]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 abs/2303.01917 (2023) - [i4]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 abs/2305.18865 (2023) - [i3]Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu:
Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling. CoRR abs/2306.17717 (2023) - 2022
- [j7]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): 3 (2022) - [j6]Xiao-Qing 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): 184-208 (2022) - [j5]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: 104037 (2022) - [j4]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: 109109 (2022) - [j3]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: 102499 (2022) - [j2]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): 254-265 (2022) - [c12]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: 1-6 - [c11]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: 262-273 - 2021
- [j1]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: 101956 (2021) - [c10]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: 357-368 - [c9]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: 479-490 - [c8]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: 516-520 - [c7]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: 92-100 - [c6]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: 99-108 - [i2]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 abs/2106.07557 (2021) - 2020
- [c5]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: 1646-1649 - [c4]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: 413-422 - [c3]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: 662-668 - [i1]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 abs/2012.04830 (2020)
2010 – 2019
- 2019
- [c2]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: 43-51 - 2018
- [c1]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: 269-276
Coauthor Index
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last updated on 2024-11-06 20:29 CET by the dblp team
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