Xiaoqing Zhang

57 papers A 1B 4C 1Misc 1Journal 42Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive wavelet filters as practical texture amplifiers for early Parkinson's disease screening from retinal pathology perspective.
Expert Syst. Appl.
Xiaoqing Zhang, Hanfeng Shi, Xiangyu Li, Haili Ye, Tao Xu, Yan Hu, Jiang Liu
2026 J jnl
Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading.
Pattern Recognit.
Jilu Zhao, Xiaoqing Zhang, Jiawei Zhang, Hanxi Sun, Qiushi Nie, Zunjie Xiao, Linxia Xiao, Fengyun Zhang, Yan Hu, Jiang Liu
2025 J jnl
Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT.
CoRR
Zunjie Xiao, Xiao Wu, Tianhang Liu, Lingxi Hu, Yinling Zhang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification.
IEEE Trans. Image Process.
Xiaoqing Zhang, Zunjie Xiao, Jingzhe Ma, Xiao Wu, Jilu Zhao, Shuai Zhang, Runzhi Li, Yi Pan, Jiang Liu
2025 J jnl
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification.
CoRR
Xiao Wu, Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Risa Higashita, Jiang Liu
2025 J jnl
Explainable machine learning framework for cataracts recognition using visual features.
Vis. Comput. Ind. Biomed. Art
Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
Fundus Image Quality Assessment and Enhancement: a Systematic Review.
CoRR
Heng Li, Haojin Li, Mingyang Ou, Xiangyang Yu, Xiaoqing Zhang, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
GlanceSeg: Real-Time Microaneurysm Lesion Segmentation With Gaze-Map-Guided Foundation Model for Early Detection of Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu
2025 J jnl
Pathology Context Recalibration Network for Ocular Disease Recognition.
CoRR
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yanlin Chen, Jilu Zhao, Yan Hu, Jiang Liu
2025 J jnl
Reparameterized Multi-scale Transformer for Deformable Retinal Image Registration.
Mach. Intell. Res.
Qiushi Nie, Xiaoqing Zhang, Chuan Chen, Zhixuan Zhang, Yan Hu, Jiang Liu
2025 J jnl
Retinal OCT image segmentation with deep learning: A review of advances, datasets, and evaluation metrics.
Comput. Medical Imaging Graph.
Huihong Zhang, Bing Yang, Sanqian Li, Xiaoqing Zhang, Xiaoling Li, Tianhang Liu, Risa Higashita, Jiang Liu
2025 J jnl
Structural uncertainty estimation for medical image segmentation.
Medical Image Anal.
Bing Yang, Xiaoqing Zhang, Huihong Zhang, Sanqian Li, Risa Higashita, Jiang Liu
2024 J jnl
An Identity-Preserved Framework for Human Motion Transfer.
IEEE Trans. Inf. Forensics Secur.
Jingzhe Ma, Xiaoqing Zhang, Shiqi Yu
2024 J jnl
DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection.
Expert Syst. Appl.
Hongyang Jiang, Mengdi Gao, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Jiang Liu
2024 J jnl
Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning.
Artif. Intell. Medicine
Xiaoqing Zhang, Jilu Zhao, Yan Li, Hao Wu, Xiangtian Zhou, Jiang Liu
2024 — conf
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.
OMIA@MICCAI
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024 J jnl
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.
CoRR
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024 J jnl
Medical image registration and its application in retinal images: a review.
Vis. Comput. Ind. Biomed. Art
Qiushi Nie, Xiaoqing Zhang, Yan Hu, Mingdao Gong, Jiang Liu
2024 J jnl
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition.
CAAI Trans. Intell. Technol.
Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu
2024 J jnl
Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning.
Comput. Methods Programs Biomed.
Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu
2024 J jnl
Regional context-based recalibration network for cataract recognition in AS-OCT.
Pattern Recognit.
Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu
2024 J jnl
Retinal structure guidance-and-adaption network for early Parkinson's disease recognition based on OCT images.
Comput. Medical Imaging Graph.
Hanfeng Shi, Jiaqi Wei, Richu Jin, Jiaxin Peng, Xingyue Wang, Yan Hu, Xiaoqing Zhang, Jiang Liu
2024 B conf
WaveFormer: A Wavelet Transformer for Parkinson Disease's Retinal Layer Segmentation in OCT.
IJCNN
Yanlin Chen, Xiaoqing Zhang, Tianao Wang, Chen Tang, Haili Ye, Jiang Liu
2024 J jnl
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images.
Comput. Methods Programs Biomed.
Jingqi Huang, Xiaoqing Zhang, Richu Jin, Tao Xu, Zi Jin, Meixiao Shen, Fan Lv, Jiangfan Chen, Jiang Liu
2023 J jnl
CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Wang, Yan Hu, Junyong Shen, Xiaoqing Zhang, Heng Li, Zhongxi Qiu, Fangfu Ye, Jiang Liu
2023 B conf
DMINet: A lightweight dual-mixed channel-independent network for cataract recognition.
IJCNN
Xiao Wu, Yu Chen, Qiuyang Yan, Yuhang Zhao, Jilu Zhao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2023 J jnl
Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology.
Biomed. Signal Process. Control.
Jiansheng Fang, Ming Zeng, Xiaoqing Zhang, Hongbo Liu, Yitian Zhao, Peng Zhang, Hong Yang, Junling Liu, Hanpei Miao, Yan Hu, Jiang Liu
2023 J jnl
Efficient Pyramid Channel Attention Network for Pathological Myopia Detection.
CoRR
Xiaoqing Zhang, Jilu Zhao, Richu Jin, Yan Li, Hao Wu, Xiangtian Zhou, Jiang Liu
2023 J jnl
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection.
CoRR
Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu
2023 J jnl
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy.
CoRR
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu
2023 J jnl
HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT.
IEEE Signal Process. Lett.
Bing Yang, Xiaoqing Zhang, Sanqian Li, Risa Higashita, Jiang Liu
2023 J jnl
Nuclear cataract classification in anterior segment OCT based on clinical global-local features.
Complex Intell. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yu Chen, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2023 Misc conf
Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior.
ICASSP
Sanqian Li, Muxing Xiong, Bing Yang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2023 J jnl
PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification.
CoRR
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu
2023 — conf
Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images.
ICANN (2)
Huihong Zhang, Xiaoqing Zhang, Yinlin Zhang, Risa Higashita, Jiang Liu
2023 J jnl
Structure-Oriented Transformer for retinal diseases grading from OCT images.
Comput. Biol. Medicine
Junyong Shen, Yan Hu, Xiaoqing Zhang, Yan Gong, Ryo Kawasaki, Jiang Liu
2023 J jnl
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering.
CoRR
Haili Ye, Xiaoqing Zhang, Yan Hu, Huazhu Fu, Jiang Liu
2022 — conf
A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.
PRCV (2)
Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu
2022 J jnl
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.
J. Biomed. Informatics
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu
2022 J jnl
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images.
Medical Image Anal.
Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu
2022 J jnl
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.
Knowl. Based Syst.
Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2022 A conf
Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification.
ICME
Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu
2022 — conf
Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection.
MICCAI (3)
Junyong Shen, Yan Hu, Xiaoqing Zhang, Zhongxi Qiu, Tingming Deng, Yanwu Xu, Jiang Liu
2022 J jnl
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images.
Health Inf. Sci. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu
2022 J jnl
RANet: Network intrusion detection with group-gating convolutional neural network.
J. Netw. Comput. Appl.
Xiaoqing Zhang, Fei Yang, Yue Hu, Zhao Tian, Wei Liu, Yifa Li, Wei She
2021 — conf
Cultural Heritage Preservation using Multimedia and AI.
iPRES
Juan Du, Xiaoqing Zhang, Kailun Jiang, Yufan Hu, Jigen Tang, Jiang Liu, E. Henian
2021 — conf
Gated Channel Attention Network for Cataract Classification on AS-OCT Image.
ICONIP (3)
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu
2021 C conf
Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach.
FIE
Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu
2020 B conf
A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images.
SMC
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu
2020 — conf
Attention-based Saliency Hashing for Ophthalmic Image Retrieval.
BIBM
Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu
2020 J jnl
Attention-based Saliency Hashing for Ophthalmic Image Retrieval.
CoRR
Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu
2020 J jnl
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey.
CoRR
Xiaoqing Zhang, Jiansheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu
2020 — conf
Multilayer Perceptron Based on Joint Training for Predicting Popularity.
ICAIS (2)
Wei She, Li Xu, Huibo Xu, Xiaoqing Zhang, Yue Hu, Zhao Tian
2020 B conf
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference.
ICPR
Jiansheng Fang, Xiaoqing Zhang, Yan Hu, Yanwu Xu, Ming Yang, Jiang Liu
2020 J jnl
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference.
CoRR
Jiansheng Fang, Xiaoqing Zhang, Yan Hu, Yanwu Xu, Ming Yang, Jiang Liu
2018 J jnl
LiteNet: Lightweight Neural Network for Detecting Arrhythmias at Resource-Constrained Mobile Devices.
Sensors
Ziyang He, Xiaoqing Zhang, Yangjie Cao, Zhi Liu, Bo Zhang, Xiaoyan Wang