Zunjie Xiao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Image Classification

Convolutional Network

Top Venues

Comput. Methods Programs Biomed.

Publications

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)
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)
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)
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)
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)
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)
Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu
Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach. FIE (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, 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)