LiteNet: Lightweight Neural Network for Detecting Arrhythmias at Resource-Constrained Mobile Devices. - Ziyang He; Xiaoqing Zhang 001; Yangjie Cao; Zhi Liu 002; Bo Zhang 026; Xiaoyan Wang 003 (Sensors, 2018)

Attention-based Saliency Hashing for Ophthalmic Image Retrieval. - Jiansheng Fang; Yanwu Xu 001; Xiaoqing Zhang 001; Yan Hu; Jiang Liu 001 (BIBM, 2020)

Multilayer Perceptron Based on Joint Training for Predicting Popularity. - Wei She; Li Xu; Huibo Xu; Xiaoqing Zhang 001; Yue Hu; Zhao Tian (ICAIS (2), 2020)

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference. - Jiansheng Fang; Xiaoqing Zhang 001; Yan Hu; Yanwu Xu 001; Ming Yang 039; Jiang Liu 001 (ICPR, 2020)

A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. - Xiaoqing Zhang 001; Zunjie Xiao; Risa Higashita; Wan Chen; Jin Yuan; Jiansheng Fang; Yan Hu; Jiang Liu 001 (SMC, 2020)

Harmonic Loss Function for Sensor-Based Human Activity Recognition Based on LSTM Recurrent Neural Networks. - Yue Hu; Xiao-Qing Zhang 001; Li Xu; Feng Xian He; Zhao Tian; Wei She; Wei Liu 043 (IEEE Access, 2020)

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey. - Xiaoqing Zhang 001; Jiansheng Fang; Yan Hu; Yanwu Xu 001; Risa Higashita; Jiang Liu 001 (CoRR, 2020)

Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach. - Xiaoqing Zhang 001; Jiaqi Wei; Shengjie Ye; Zunjie Xiao; Yan Hu; Jigen Tang; Jiang Liu 001 (FIE, 2021)

Gated Channel Attention Network for Cataract Classification on AS-OCT Image. - Zunjie Xiao; Xiaoqing Zhang 001; Risa Higashita; Yan Hu; Jin Yuan; Wan Chen; Jiang Liu 001 (ICONIP (3), 2021)

Cultural Heritage Preservation using Multimedia and AI. - Juan Du; Xiaoqing Zhang 001; Kailun Jiang; Yufan Hu; Jigen Tang; Jiang Liu 001; E. Henian (iPRES, 2021)

Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. - Xiaoqing Zhang 001; Gelei Xu; Junyong Shen; Zunjie Xiao; Qiuyang Yan; Jin Yuan; Risa Higashita; Jiang Liu 001 (ICME, 2022)

Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection. - Junyong Shen; Yan Hu; Xiaoqing Zhang 001; Zhongxi Qiu; Tingming Deng; Yanwu Xu 001; Jiang Liu 001 (MICCAI (3), 2022)

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. - Zunjie Xiao; Xiaoqing Zhang 001; Qingyang Sun; Zhuofei Wei; Gelei Xu; Jin Yuan; Risa Higashita; Jiang Liu 001 (PRCV (2), 2022)

Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. - Xiaoqing Zhang 001; Zunjie Xiao; Xiaoling Li; Xiao Wu; Hanxi Sun; Jin Yuan; Risa Higashita; Jiang Liu 001 (Health Inf. Sci. Syst., 2022)

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey. - Xiao-Qing Zhang 001; Yan Hu; Zunjie Xiao; Jiansheng Fang; Risa Higashita; Jiang Liu 001 (Int. J. Autom. Comput., 2022)

Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image. - Xiaoqing Zhang 001; Zunjie Xiao; Risa Higashita; Yan Hu; Wan Chen; Jin Yuan; Jiang Liu 001 (J. Biomed. Informatics, 2022)

RANet: Network intrusion detection with group-gating convolutional neural network. - Xiaoqing Zhang 001; Fei Yang; Yue Hu; Zhao Tian; Wei Liu 043; Yifa Li; Wei She (J. Netw. Comput. Appl., 2022)

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. - Xiaoqing Zhang 001; Zunjie Xiao; Lingxi Hu; Gelei Xu; Risa Higashita; Wan Chen; Jin Yuan; Jiang Liu 001 (Knowl. Based Syst., 2022)

Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images. - Xiaoqing Zhang 001; Zunjie Xiao; Huazhu Fu; Yan Hu; Jin Yuan; Yanwu Xu 001; Risa Higashita; Jiang Liu 001 (Medical Image Anal., 2022)

Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images. - Huihong Zhang; Xiaoqing Zhang 001; Yinlin Zhang; Risa Higashita; Jiang Liu 001 (ICANN (2), 2023)

Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior. - Sanqian Li; Muxing Xiong; Bing Yang; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (ICASSP, 2023)

DMINet: A lightweight dual-mixed channel-independent network for cataract recognition. - Xiao Wu; Yu Chen; Qiuyang Yan; Yuhang Zhao; Jilu Zhao; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (IJCNN, 2023)

Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology. - Jiansheng Fang; Ming Zeng; Xiaoqing Zhang 001; Hongbo Liu 007; Yitian Zhao; Peng Zhang 028; Hong Yang; Junling Liu; Hanpei Miao; Yan Hu; Jiang Liu 001 (Biomed. Signal Process. Control., 2023)

Structure-Oriented Transformer for retinal diseases grading from OCT images. - Junyong Shen; Yan Hu; Xiaoqing Zhang 001; Yan Gong; Ryo Kawasaki; Jiang Liu 001 (Comput. Biol. Medicine, 2023)

PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification. - Xiaoqing Zhang 001; Zunjie Xiao; Xiao Wu; Jiansheng Fang; Junyong Shen; Yan Hu; Risa Higashita; Jiang Liu 001 (CoRR, 2023)

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection. - Hongyang Jiang 001; Jingqi Huang; Chen Tang; Xiaoqing Zhang 001; Mengdi Gao; Jiang Liu 001 (CoRR, 2023)

Efficient Pyramid Channel Attention Network for Pathological Myopia Detection. - Xiaoqing Zhang 001; Jilu Zhao; Richu Jin; Yan Li; Hao Wu; Xiangtian Zhou; Jiang Liu 001 (CoRR, 2023)

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy. - Hongyang Jiang 001; Mengdi Gao; Zirong Liu; Chen Tang; Xiaoqing Zhang 001; Shuai Jiang; Wu Yuan 001; Jiang Liu 001 (CoRR, 2023)

HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT. - Bing Yang; Xiaoqing Zhang 001; Sanqian Li; Risa Higashita; Jiang Liu 001 (IEEE Signal Process. Lett., 2023)

CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation. - Yiming Wang; Yan Hu; Junyong Shen; Xiaoqing Zhang 001; Heng Li 010; Zhongxi Qiu; Fangfu Ye; Jiang Liu 001 (Int. J. Comput. Assist. Radiol. Surg., 2023)

Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning. - Xiaoqing Zhang 001; Jilu Zhao; Yan Li; Hao Wu; Xiangtian Zhou; Jiang Liu 001 (Artif. Intell. Medicine, 2024)

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition. - Xiaoqing Zhang 001; Xiao Wu; Zunjie Xiao; Lingxi Hu; Zhongxi Qiu; Qingyang Sun; Risa Higashita; Jiang Liu 001 (CAAI Trans. Intell. Technol., 2024)

Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images. - Jingqi Huang; Xiaoqing Zhang 001; Richu Jin; Tao Xu; Zi Jin; Meixiao Shen; Fan Lv; Jiangfan Chen; Jiang Liu 001 (Comput. Methods Programs Biomed., 2024)

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning. - Zunjie Xiao; Xiaoqing Zhang 001; Bofang Zheng; Yitong Guo; Risa Higashita; Jiang Liu 001 (Comput. Methods Programs Biomed., 2024)

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. - Zunjie Xiao; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (CoRR, 2024)

DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection. - Hongyang Jiang 001; Mengdi Gao; Jingqi Huang; Chen Tang; Xiaoqing Zhang 001; Jiang Liu 001 (Expert Syst. Appl., 2024)

An Identity-Preserved Framework for Human Motion Transfer. - Jingzhe Ma; Xiaoqing Zhang 001; Shiqi Yu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Regional context-based recalibration network for cataract recognition in AS-OCT. - Xiaoqing Zhang 001; Zunjie Xiao; Bing Yang; Xiao Wu; Risa Higashita; Jiang Liu 001 (Pattern Recognit., 2024)

Medical image registration and its application in retinal images: a review. - Qiushi Nie; Xiaoqing Zhang 001; Yan Hu; Mingdao Gong; Jiang Liu 001 (Vis. Comput. Ind. Biomed. Art, 2024)

Structural uncertainty estimation for medical image segmentation. - Bing Yang; Xiaoqing Zhang 001; Huihong Zhang; Sanqian Li; Risa Higashita; Jiang Liu 001 (Medical Image Anal., 2025)

VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering. - Haili Ye; Xiao-Qing Zhang 001; Yan Hu; Huazhu Fu; Jiang Liu 001 (IEEE Trans. Image Process., 2025)

Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification. - Xiaoqing Zhang 001; Zunjie Xiao; Jingzhe Ma; Xiao Wu; Jilu Zhao; Shuai Zhang 029; Runzhi Li; Yi Pan 001; Jiang Liu 001 (IEEE Trans. Image Process., 2025)

Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT. - Xiao-Qing Zhang 001; Hanfeng Shi; Xiangyu Li; Haili Ye; Tao Xu; Na Li; Yan Hu; Fan Lv; Jiangfan Chen; Jiang Liu 001 (CoRR, 2025)

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning. - Xiaoqing Zhang 001; Zunjie Xiao; Xiao Wu; Yanlin Chen 004; Jilu Zhao; Yan Hu; Jiang Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Reparameterized Multi-scale Transformer for Deformable Retinal Image Registration. - Qiushi Nie; Xiaoqing Zhang 001; Chuan Chen; Zhixuan Zhang; Yan Hu; Jiang Liu 001 (Mach. Intell. Res., 2025)