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2020 – today
- 2024
[j8]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)- [j7]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) - [j6]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) - [c7]Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu:
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. OMIA@MICCAI 2024: 63-72 - [i3]Xiaoqing Zhang, Qiushi Nie, Zunjie Xiao, Jilu Zhao, Xiao Wu, Pengxin Guo, Runzhi Li, Jin Liu, Yanjie Wei, Yi Pan:
Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration. CoRR abs/2408.02906 (2024) - [i2]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
- [i1]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) - 2022
- [j5]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) - [j4]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) - [j3]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) - [j2]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) - [j1]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) - [c6]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 - [c5]Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu:
Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity. MICCAI (2) 2022: 688-698 - [c4]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
- [c3]Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu:
Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach. FIE 2021: 1-8 - [c2]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 - 2020
- [c1]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
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