Jiang Liu

424 papers A* 6A 3B 21C 5Misc 6Journal 183Unranked 198
YearRankTypeTitle / Venue / Authors
2026 — conf
3.4 an Ultrasound-Powering TX with Standing-Wave Peak Tracking Employing Adiabatic Power Sensing Achieving 82% Power-Tracking Accuracy and <90ms Settling Time for Brain Implants.
ISSCC
Marios Gourdouparis, Chengyao Shi, Jiang Liu, Yuming He, Stefano Stanzione, Wouter A. Serdijn, Yao-Hong Liu
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 A* conf
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination.
AAAI
Mingyang Ou, Haojin Li, Yifeng Zhang, Ke Niu, Zhongxi Qiu, Heng Li, Jiang Liu
2026 J jnl
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT.
Medical Image Anal.
Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Yi Yue, Zunjie Xiao, YingLin Zhang, Chenglin Yao, Jinming Duan, Jiang Liu
2026 J jnl
Multi-path sensory substitution device navigates the blind and visually impaired individuals.
Displays
Zaidao Han, Sanqian Li, Xiang Wang, Xiaoqing Hu, Risa Higashita, Jiang Liu
2026 J jnl
Online Bayesian Approximation Based Uncertainty Aware Model for Ophthalmic Image Segmentation.
IEEE J. Biomed. Health Informatics
YingLin Zhang, Risa Higashita, Lingxi Zeng, Jialin Li, Ruiling Xi, Tianhang Liu, Huazhu Fu, Dave Towey, Ruibin Bai, 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
2026 J jnl
Untrained Network Prior With Spectral Bias Compensation for Speckle Removal in AS-OCT.
IEEE Signal Process. Lett.
Sanqian Li, Dehan Wang, Muxing Xiong, Risa Higashita, Jiang Liu
2025 J jnl
A Contrast-Aware Edge Enhancement GAN for Unpaired Anterior Segment OCT Image Denoising.
IEEE Trans. Circuits Syst. Video Technol.
Sanqian Li, Yizhou Wang, Risa Higashita, Huazhu Fu, Jiang Liu
2025 A* conf
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation.
AAAI
Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation.
CoRR
Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
AIPNet: Action-Instance Progressive Learning Network for Instrument-Tissue Interaction Detection.
IEEE J. Biomed. Health Informatics
Wenjun Lin, Yan Hu, Luoying Hao, Huazhu Fu, Chee-Kong Chui, 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
Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT.
CoRR
Xiao-Qing Zhang, Hanfeng Shi, Xiangyu Li, Haili Ye, Tao Xu, Na Li, Yan Hu, Fan Lv, Jiangfan Chen, Jiang Liu
2025 — conf
DVIA-Net: Dual-Path Video Information Aggregation Network for Anterior Chamber Angle Analysis.
OMIA@MICCAI
Lingxi Zeng, YingLin Zhang, Jialin Li, Xiaoli Xing, Lingxi Hu, Chenglin Yao, Tianhang Liu, Yi Yue, Zunjie Xiao, Chen Lin, Risa Higashita, Jiang Liu
2025 J jnl
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination.
CoRR
Mingyang Ou, Haojin Li, Yifeng Zhang, Ke Niu, Zhongxi Qiu, Heng Li, 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 Misc conf
Exploring Temporal Constraints for Unsupervised Iris Motion Tracking in AS-OCT Videos.
ICASSP
Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Xiaoling Li, Jinming Duan, 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
Hierarchical Context Transformer for Multi-Level Semantic Scene Understanding.
IEEE Trans. Circuits Syst. Video Technol.
Luoying Hao, Yan Hu, Yang Yue, Li Wu, Huazhu Fu, Jinming Duan, Jiang Liu
2025 J jnl
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding.
CoRR
Luoying Hao, Yan Hu, Yang Yue, Li Wu, Huazhu Fu, Jinming Duan, Jiang Liu
2025 J jnl
Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery.
IEEE Trans. Medical Imaging
Heng Li, Mingyang Ou, Haojin Li, Zhongxi Qiu, Ke Niu, Huazhu Fu, 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
Plasticine: A Traceable Diffusion Model for Medical Image Translation.
CoRR
Tianyang Zhanng, Xinxing Cheng, Jun Cheng, Shaoming Zheng, He Zhao, Huazhu Fu, Alejandro F. Frangi, Jiang Liu, Jinming Duan
2025 J jnl
Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image.
Medical Image Anal.
YingLin Zhang, Ruiling Xi, Risa Higashita, Keiichiro Okamoto, Kazutaka Kamiya, Kazunori Miyata, Akihito Igarashi, Seiichiro Hata, Tomoaki Nakamura, 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 — conf
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection.
ACL (1)
Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, Wenjie Li, Jiang Liu
2025 J jnl
Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation.
IEEE Trans. Medical Imaging
Xinyu Guo, Han Wen, Huaying Hao, Yifan Zhao, Yanda Meng, Jiang Liu, Yalin Zheng, Wei Chen, Yitian Zhao
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
Score Prior Guided Iterative Solver for Speckles Removal in Optical Coherent Tomography Images.
IEEE J. Biomed. Health Informatics
Sanqian Li, Risa Higashita, Huazhu Fu, Bing Yang, 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
2025 J jnl
VOIC: Visible-Occluded Decoupling for Monocular 3D Semantic Scene Completion.
CoRR
Zaidao Han, Risa Higashita, Jiang Liu
2025 J jnl
VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering.
IEEE Trans. Image Process.
Haili Ye, Xiao-Qing Zhang, Yan Hu, Huazhu Fu, Jiang Liu
2024 A conf
3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening.
ICME
Xiaoxi Lu, Xingyue Wang, Jiansheng Fang, Na Zeng, Jingqi Huang, Chuangguang Huang, Jingfeng Zhang, Jianjun Zheng, Heng Meng, Jiang Liu
2024 J jnl
A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images.
Biomed. Signal Process. Control.
Yuanyuan Gu, Lixin Fang, Lei Mou, Shaodong Ma, Qifeng Yan, Jiong Zhang, Fang Liu, Jiang Liu, Yitian Zhao
2024 J jnl
Analyzing Surgeon-Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization.
IEEE Trans. Hum. Mach. Syst.
Wenjing Du, Guanlin Yi, Olatunji Mumini Omisore, Wenke Duan, Toluwanimi Oluwadara Akinyemi, Xingyu Chen, Jiang Liu, Boon-Giin Lee, Lei Wang
2024 J jnl
COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation.
IEEE Trans. Medical Imaging
Lei Mou, Jinghui Lin, Yifan Zhao, Yonghuai Liu, Shaodong Ma, Jiong Zhang, Wenhao Lv, Tao Zhou, Jiang Liu, Alejandro F. Frangi, Yitian Zhao
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 — conf
Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis.
OMIA@MICCAI
Huiyan Lin, Heng Li, Haojin Li, Xiangyang Yu, Kuai Yu, Chenhao Liang, Huazhu Fu, Jiang Liu
2024 — conf
Depth-aware Image Captioning with Bus Dataset for Visually Impaired Individuals.
CSAI
Xiang Wang, Sanqian Li, Risa Higashita, Jie Li, Hongwu Qin, 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 J jnl
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement.
IEEE Trans. Medical Imaging
Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Ke Niu, Na Guo, Huazhu Fu, Yan Hu, Jiang Liu
2024 — conf
FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel Segmentation.
ICIC (LNBI 1)
Boyang Li, Haojin Li, Yule Zhang, Heng Li, Jiangyu Chen, Fuhai Pan, Jianwen Chen, Jiang Liu
2024 Misc conf
Flattening Singular Values of Factorized Convolution for Medical Images.
ICASSP
Zexin Feng, Na Zeng, Jiansheng Fang, Xingyue Wang, Xiaoxi Lu, Heng Meng, Jiang Liu
2024 J jnl
Flattening Singular Values of Factorized Convolution for Medical Images.
CoRR
Zexin Feng, Na Zeng, Jiansheng Fang, Xingyue Wang, Xiaoxi Lu, Heng Meng, Jiang Liu
2024 J jnl
Guidewire Endpoint Detection Based on Pixel-Adjacent Relation during Robot-Assisted Intravascular Catheterization: In Vivo Mammalian Models.
Adv. Intell. Syst.
Wenjing Du, Guanlin Yi, Olatunji Mumini Omisore, Wenke Duan, Xingyu Chen, Toluwanimi Oluwadara Akinyemi, Jiang Liu, Boon-Giin Lee, Lei Wang
2024 J jnl
Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding.
IEEE Trans. Medical Imaging
Wenjun Lin, Yan Hu, Huazhu Fu, Mingming Yang, Chin-Boon Chng, Ryo Kawasaki, Chee-Kong Chui, Jiang Liu
2024 J jnl
Instrument-tissue Interaction Detection Framework for Surgical Video Understanding.
CoRR
Wenjun Lin, Yan Hu, Huazhu Fu, Mingming Yang, Chin-Boon Chng, Ryo Kawasaki, Cheekong Chui, Jiang Liu
2024 — conf
Integrating Intra-Phase Coherence and Intra-Frame Scene Perception for Panoptic Segmentation in Cataract Surgery Video.
ISBI
Mingen Zhang, Yuanyuan Gu, Xu Chen, Lei Mou, Feiming Wang, Jiang Liu, Yitian Zhao
2024 J jnl
Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?
CoRR
Ziqin Lin, Heng Li, Zinan Li, Huazhu Fu, Jiang Liu
2024 J jnl
Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception.
IEEE Trans. Emerg. Top. Comput. Intell.
YingLin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, 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
Progressively-orthogonally-mapped EfficientNet for action recognition on time-range-Doppler signature.
Expert Syst. Appl.
Chenglin Yao, Jianfeng Ren, Ruibin Bai, Heshan Du, Jiang Liu, Xudong Jiang
2024 J jnl
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation.
CoRR
Heng Li, Haojin Li, Jianyu Chen, Zhongxi Qiu, Huazhu Fu, Lidai Wang, Yan Hu, 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
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhongxi Qiu, Yan Hu, Xiaoshan Chen, Dan Zeng, Qingyong Hu, 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
STSR: A Satellite-Tailored Segment Routing Method for Efficient Space Communication.
WCNC
Yutong Zhao, Weihong Wu, Xinyu Ning, Yunyi Tang, Sijia Li, Chicheng Qin, Jiang Liu
2024 A* conf
Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery.
AAAI
Jialu Zhang, Xiaoying Yang, Wentao He, Jianfeng Ren, Qian Zhang, Yitian Zhao, Ruibin Bai, Xiangjian He, Jiang Liu
2024 — conf
Semi-ECNet: Edge-Consistency Based Semi-Supervised Retinal Vessel Segmentation Network.
ISBI
Yilun Qiu, Zhongxi Qiu, Yan Hu, Mingyang Bi, Yubo Wang, Jianwen Chen, Yitian Zhao, Heng Li, Jiang Liu
2024 J jnl
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation.
IEEE Trans. Medical Imaging
YingLin Zhang, Ruiling Xi, Lingxi Zeng, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2024 J jnl
Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianyang Zhang, Shaoming Zheng, Jun Cheng, Xi Jia, Joseph Bartlett, Xinxing Cheng, Zhaowen Qiu, Huazhu Fu, Jiang Liu, Ales Leonardis, Jinming Duan
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
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning.
CoRR
Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hui Shu, Ke Niu, Yan Hu, Jiang Liu
2023 — conf
A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting.
OMIA@MICCAI
Guanhua Bai, Sanqian Li, He Zhang, Risa Higashita, Jiang Liu, Jie Li, Meng Zhang
2023 J jnl
A generic fundus image enhancement network boosted by frequency self-supervised representation learning.
Medical Image Anal.
Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hai Shu, Ke Niu, Yan Hu, Jiang Liu
2023 — conf
ACT-Net: Anchor-Context Action Detection in Surgery Videos.
MICCAI (9)
Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu
2023 J jnl
ACT-Net: Anchor-context Action Detection in Surgery Videos.
CoRR
Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu
2023 — conf
An 8.7 mW/TX, 21 mW/RX 6-to-9GHz IEEE 802.15.4a/4z Compliant IR-UWB Transceiver with Pulse Pre-Emphasis achieving 14mm Ranging Precision.
VLSI Technology and Circuits
Minyoung Song, Erwin Allebes, Chris Marshall, Anoop Narayan Bhat, Elbert Bechthum, Johan Dijkhuis, Stefano Traferro, Evgenii Tiurin, Peter Vis, Johan H. C. van den Heuvel, Mohieddine El Soussi, Pepijn Boer, Alireza Sheikh, Bernard Meyer, Jiang Liu, Stan van der Ven, Nick Winkel, Martijn Hijdra, Gururaja Kasanadi Ramachandra, Yunus Baykal, Huib Visser, Peng Zhang, Arjan Breeschoten, Yao-Hong Liu, Christian Bachmann
2023 J jnl
Automatic choroid layer segmentation in OCT images via context efficient adaptive network.
Appl. Intell.
Qifeng Yan, Yuanyuan Gu, Jinyu Zhao, Wenjun Wu, Yuhui Ma, Jiang Liu, Jiong Zhang, Yitian Zhao
2023 J jnl
Automatic fibroatheroma identification in intravascular optical coherence tomography volumes.
J. Ambient Intell. Humaniz. Comput.
Qifeng Yan, Mengdi Xu, Damon Wing Kee Wong, Akira Taruya, Atsushi Tanaka, Jiang Liu, Philip Wong, Jun Cheng
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 J jnl
Cascaded face super-resolution with shape and identity priors.
IET Image Process.
Dan Zeng, Zelin Li, Xiao Yan, Wen Jiang, Xinshao Wang, Jiang Liu, Bo Tang
2023 — conf
Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT.
ICCV (Workshops)
Jiajian Li, Anwei Li, Jiansheng Fang, Yonghe Hou, Chao Song, Huifang Yang, Jingwen Wang, Hongbo Liu, Jiang Liu
2023 — conf
Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling.
MICCAI (7)
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu
2023 J jnl
Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling.
CoRR
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu
2023 — conf
Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies.
ICBBE
Lingxi Zeng, YingLin Zhang, Risa Higashita, 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 learning for computational cytology: A survey.
Medical Image Anal.
Hao Jiang, Yanning Zhou, Yi Lin, Ronald C. K. Chan, Jiang Liu, Hao Chen
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 — conf
Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network.
ISBI
Yuanming Lin, Heng Li, Haofeng Liu, Hai Shu, Zinan Li, Yan Hu, Jiang Liu
2023 — conf
Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation.
ISBI
Xiaolu Lin, Bing Yang, Yifan Zhou, Risa Higashita, 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 — conf
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network.
MICCAI (4)
YingLin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2023 J jnl
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network.
CoRR
YingLin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
2023 J jnl
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement.
CoRR
Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Huazhu Fu, Yan Hu, Jiang Liu
2023 J jnl
Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study.
Biomed. Signal Process. Control.
Hongyang Jiang, Yilin Hou, Hanpei Miao, Haili Ye, Mengdi Gao, Xiaoling Li, Richu Jin, 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 — conf
FFNET: An End-To-End Framework Based on Feature Pyramid Network and Filter Network for Pulmonary Nodule Detection.
ISBI
Xiaoxi Lu, Na Zeng, Xingyue Wang, Jingqi Huang, Yan Hu, Jiansheng Fang, Jiang Liu
2023 — conf
Focusing Intracranial Aneurysm Lesion Segmentation by Graph Mask2Former with Local Refinement in DSA Images.
BIBM
Yancheng Mo, Yanlin Chen, Yan Hu, Jiongfu Xu, Hao Wang, Limeng Dai, Jiang Liu
2023 — conf
Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation.
MICCAI (6)
Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu
2023 J jnl
Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation.
CoRR
Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, 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 — conf
Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem.
CACML
Yifan Zhou, Bing Yang, Xiaolu Lin, Risa Higashita, Jiang Liu
2023 — conf
Guidewire Endpoint Detection Based on Pixel Adjacent Relation in Robot-assisted Cardiovascular Interventions.
EMBC
Wenjing Du, Guanlin Yi, Olatunji Mumini Omisore, Wenke Duan, Toluwanimi Oluwadara Akinyemi, Xingyu Chen, Lei Wang, Boon-Giin Lee, 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 — conf
Investigation and Analysis of Corneal Morphology in Young Divers.
ICAI (1)
Chenyang Mao, Xin Wang, Heng Li, Haojin Li, Dan Zhou, Jianwen Chen, Honglun Dong, Yan Hu, Jiang Liu
2023 J jnl
Label-noise-tolerant medical image classification via self-attention and self-supervised learning.
CoRR
Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu
2023 J jnl
Learnable Ophthalmology SAM.
CoRR
Zhongxi Qiu, Yan Hu, Heng Li, Jiang Liu
2023 J jnl
Lens structure segmentation from AS-OCT images via shape-based learning.
Comput. Methods Programs Biomed.
Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu
2023 B conf
LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation.
IJCNN
YingLin Zhang, Zichao Cai, Risa Higashita, Jiang Liu
2023 J jnl
Mask Attack Detection Using Vascular-Weighted Motion-Robust rPPG Signals.
IEEE Trans. Inf. Forensics Secur.
Chenglin Yao, Jianfeng Ren, Ruibin Bai, Heshan Du, Jiang Liu, Xudong Jiang
2023 J jnl
Mask Attack Detection Using Vascular-weighted Motion-robust rPPG Signals.
CoRR
Chenglin Yao, Jianfeng Ren, Ruibin Bai, Heshan Du, Jiang Liu, Xudong Jiang
2023 J jnl
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu
2023 — conf
Multi-Scale Retina Vessel Segmentation in OCTA with a Vascular Connectivity Module in the Convolutional Neural Network.
ISBI
Junjie Lin, Xingyue Wang, Jiansheng Fang, Na Zeng, Xiaoxi Lu, Jingqi Huang, Yan Hu, Heng Meng, 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 J jnl
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth.
IEEE Trans. Medical Imaging
Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Hongbo Liu, Jiajian Li, Huifang Yang, Yonghe Hou, Xuening Yang, Ming Yang, Jiang Liu
2023 — conf
Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representation.
MICCAI (6)
Jiaqi Zhang, Yan Hu, Xiaojuan Qi, Ting Meng, Lihui Wang, Huazhu Fu, Mingming Yang, Jiang Liu
2023 — conf
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.
MICCAI (7)
Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao
2023 J jnl
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.
CoRR
Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao
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 — conf
Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images.
OMIA@MICCAI
Xuefei Li, Huaying Hao, Huazhu Fu, Dan Zhang, Da Chen, Yuchuan Qiao, Jiang Liu, Yitian Zhao, Jiong Zhang
2023 — conf
SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception.
ISBI
Ruiling Xi, YingLin Zhang, Ruibin Bai, Risa Higashita, Jiang Liu
2023 J jnl
Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery.
CoRR
Jialu Zhang, Xiaoying Yang, Wentao He, Jianfeng Ren, Qian Zhang, Titian Zhao, Ruibin Bai, Xiangjian He, Jiang Liu
2023 — conf
Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data.
ISBI
Haojin Li, Heng Li, Hai Shu, Jianyu Chen, Yan Hu, Jiang Liu
2023 — conf
Semi-Supervised Surgical Video Semantic Segmentation with Cross Supervision of Inter-Frame.
ISBI
Derui Li, Yan Hu, Junyong Shen, Luoying Hao, Jiang Liu
2023 J jnl
Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification.
IEEE Trans. Image Process.
Jialu Zhang, Jianfeng Ren, Qian Zhang, Jiang Liu, Xudong Jiang
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 — conf
Synthetic Monocular Depth Estimation Dataset for Cataract Surgery Assistance.
BIBM
Yingquan Zhou, Zhongxi Qiu, Mingming Yang, Yan Hu, Jiang Liu
2023 — conf
UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention.
ISBI
YingLin Zhang, Wei Wang, Biao Wang, Zichao Cai, Dave Towey, Ruibin Bai, Risa Higashita, 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 J jnl
3D vessel-like structure segmentation in medical images by an edge-reinforced network.
Medical Image Anal.
Likun Xia, Hao Zhang, Yufei Wu, Ran Song, Yuhui Ma, Lei Mou, Jiang Liu, Yixuan Xie, Ming Ma, Yitian Zhao
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 — conf
A Novel Multi-Focus Fusion Network for Retinal Microsurgery.
ISBI
Xinyi Zhou, Louying Hao, Qiushi Nie, Yingquan Zhou, Lihui Wang, Yan Hu, Jiang Liu
2022 J jnl
AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data.
IEEE Trans. Computational Imaging
Mengjie Guo, Hengrong Lan, Changchun Yang, Jiang Liu, Fei Gao
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
An Annotation-Free Restoration Network for Cataractous Fundus Images.
IEEE Trans. Medical Imaging
Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu
2022 J jnl
An Annotation-free Restoration Network for Cataractous Fundus Images.
CoRR
Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, 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 J jnl
Combating spatial redundancy with spectral norm attention in convolutional learners.
Neurocomputing
Jiansheng Fang, Dan Zeng, Xiao Yan, Yubing Zhang, Hongbo Liu, Bo Tang, Ming Yang, Jiang Liu
2022 J jnl
Deep Learning for Computational Cytology: A Survey.
CoRR
Hao Jiang, Yanning Zhou, Yi Lin, Ronald C. K. Chan, Jiang Liu, Hao Chen
2022 J jnl
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.
IEEE Trans. Medical Imaging
Lei Mou, Hong Qi, Yonghuai Liu, Yalin Zheng, Peter Matthew, Pan Su, Jiang Liu, Jiong Zhang, Yitian Zhao
2022 — conf
Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network.
MICCAI (2)
Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu
2022 J jnl
Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network.
CoRR
Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu
2022 — conf
Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component.
OMIA@MICCAI
Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu
2022 — conf
Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components.
ISBI
Haofeng Liu, Heng Li, Mingyang Ou, Yitian Zhao, Hong Qi, Yan Hu, Jiang Liu
2022 J jnl
FGAM: A pluggable light-weight attention module for medical image segmentation.
Comput. Biol. Medicine
Zhongxi Qiu, Yan Hu, Jiayi Zhang, Xiaoshan Chen, Jiang Liu
2022 — conf
Factoring 3D Convolutions for Medical Images by Depth-wise Dependencies-induced Adaptive Attention.
BIBM
Na Zeng, Jiansheng Fang, Xingyue Wang, Xiaoxi Lu, Jingqi Huang, Hanpei Miao, Jiang Liu
2022 — conf
Factorized Convolution with Spectral Normalization for Fundus Screening.
ISBI
Ming Zeng, Na Zeng, Jiansheng Fang, Jiang Liu
2022 — conf
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module.
BIBM
Jiayi Zhang, Xiaoshan Chen, Zhongxi Qiu, Mingming Yang, Yan Hu, Jiang Liu
2022 J jnl
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module.
CoRR
Jiayi Zhang, Xiaoshan Chen, Zhongxi Qiu, Mingming Yang, Yan Hu, Jiang Liu
2022 J jnl
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT.
IEEE Trans. Medical Imaging
Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang, Jiang Liu, Yitian Zhao
2022 — conf
Instrument-tissue Interaction Quintuple Detection in Surgery Videos.
MICCAI (8)
Wenjun Lin, Yan Hu, Luoying Hao, Dan Zhou, Mingming Yang, Huazhu Fu, Cheekong Chui, 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 — conf
MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning.
EMBC
Mingyang Ou, Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Luoying Hao, Yan Hu, Jiang Liu
2022 J jnl
Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey.
Int. J. Autom. Comput.
Xiao-Qing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu
2022 J jnl
Memorizing Structure-Texture Correspondence for Image Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao
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
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images.
IEEE Trans. Medical Imaging
Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao
2022 — conf
Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block.
ICCCV
Xiaoxi Lu, Xingyue Wang, Jiansheng Fang, Na Zeng, Yao Xiang, Jingfeng Zhang, Jianjun Zheng, Jiang Liu
2022 — conf
Reassembling Consistent-Complementary Constraints in Triplet Network for Multi-view Learning of Medical Images.
BIBM
Xingyue Wang, Jiansheng Fang, Na Zeng, Jingqi Huang, Hanpei Miao, William Robert Kwapong, Ziyi Zhang, Shuting Zhang, Jiang Liu
2022 — conf
Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios.
BIBM
Kuang Shu, Heng Li, Jie Cheng, Qinghai Guo, Luziwei Leng, Jianxing Liao, Yan Hu, Jiang Liu
2022 J jnl
Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning.
IEEE Trans. Medical Imaging
Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao
2022 J jnl
Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning.
CoRR
Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao
2022 — conf
Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation.
ISBI
Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Hao Chen, Yan Hu, Jiang Liu
2022 — conf
Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.
MICCAI (2)
Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu
2022 — conf
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans.
MICCAI (1)
Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu
2022 J jnl
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans.
CoRR
Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu
2022 Misc conf
Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification.
ICASSP
Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu
2022 — conf
Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement.
MICCAI (2)
Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu
2022 J jnl
Structure-consistent Restoration Network for Cataract Fundus Image Enhancement.
CoRR
Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu
2022 — conf
SuperVessel: Segmenting High-Resolution Vessel from Low-Resolution Retinal Image.
PRCV (2)
Yan Hu, Zhongxi Qiu, Dan Zeng, Li Jiang, Chen Lin, Jiang Liu
2022 J jnl
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image.
CoRR
Yan Hu, Zhongxi Qiu, Dan Zeng, Li Jiang, Chen Lin, Jiang Liu
2022 — conf
Temporal Context Framework for Endoscopy Artefact Segmentation and Detection.
EndoCV@ISBI
Haili Ye, Hanpei Miao, Jiang Liu, Dahan Wang, Heng Li
2022 J jnl
Uncertainty-guided graph attention network for parapneumonic effusion diagnosis.
Medical Image Anal.
Jinkui Hao, Jiang Liu, Ella Pereira, Ri Liu, Jiong Zhang, Yangfan Zhang, Kun Yan, Yan Gong, Jianjun Zheng, Jingfeng Zhang, Yonghuai Liu, Yitian Zhao
2022 — conf
Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis.
EMBC
Haofeng Liu, Haojin Li, Xiaoxuan Wang, Heng Li, Mingyang Ou, Luoying Hao, Yan Hu, Jiang Liu
2022 — conf
Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography.
MICCAI (2)
Yanmiao Bai, Jinkui Hao, Huazhu Fu, Yan Hu, Xinting Ge, Jiang Liu, Yitian Zhao, Jiong Zhang
2022 — conf
Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy.
MICCAI (8)
Jiansheng Fang, Anwei Li, Pu-Yun OuYang, Jiajian Li, Jingwen Wang, Hongbo Liu, Fang-Yun Xie, Jiang Liu
2022 J jnl
Weighted Concordance Index Loss-based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy.
CoRR
Jiansheng Fang, Anwei Li, Pu-Yun OuYang, Jiajian Li, Jingwen Wang, Hongbo Liu, Fang-Yun Xie, Jiang Liu
2021 — conf
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.
ISBI
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
2021 J jnl
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation.
CoRR
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
2021 J jnl
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation.
CoRR
YingLin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
2021 — conf
A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval.
ICCCV
Ming Zeng, Jiansheng Fang, Hanpei Miao, Tianyang Zhang, Jiang Liu
2021 — conf
A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation.
MICCAI (1)
YingLin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu
2021 J jnl
Angle-closure assessment in anterior segment OCT images via deep learning.
Medical Image Anal.
Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu
2021 J jnl
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
Medical Image Anal.
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu
2021 J jnl
Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval.
IEEE J. Biomed. Health Informatics
Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu
2021 J jnl
Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval.
CoRR
Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu
2021 — conf
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.
MICCAI (8)
Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao
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 J jnl
Deep Triplet Hashing Network for Case-based Medical Image Retrieval.
CoRR
Jiansheng Fang, Huazhu Fu, Jiang Liu
2021 J jnl
Deep level set learning for optic disc and cup segmentation.
Neurocomputing
Pengshuai Yin, Yanwu Xu, Jinhui Zhu, Jiang Liu, Chang'an Yi, Huichou Huang, Qingyao Wu
2021 J jnl
Deep triplet hashing network for case-based medical image retrieval.
Medical Image Anal.
Jiansheng Fang, Huazhu Fu, Jiang Liu
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 — conf
Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.
OMIA@MICCAI
Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao
2021 — conf
Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction.
ICONIP (2)
Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu
2021 — conf
Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network.
OMIA@MICCAI
Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, Jiang Liu
2021 — conf
Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation.
ICCCV
Hao Qiu, Pan Su, Shanshan Jiang, Xingyu Yue, Yitian Zhao, Jiang Liu
2021 — conf
Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography.
ISBI
Zhenjie Chai, Jianlong Yang, Kang Zhou, Zhi Chen, Yitian Zhao, Shenghua Gao, 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
2021 — conf
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network.
EMBC
Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu
2021 J jnl
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images.
CoRR
Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao
2021 J jnl
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging
Yuhui Ma, Huaying Hao, Jianyang Xie, Huazhu Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, Yitian Zhao
2021 — conf
Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.
ISBI
Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu
2021 J jnl
Spatial-context-aware deep neural network for multi-class image classification.
CoRR
Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu
2021 J jnl
Structure and Illumination Constrained GAN for Medical Image Enhancement.
IEEE Trans. Medical Imaging
Yuhui Ma, Jiang Liu, Yonghuai Liu, Huazhu Fu, Yan Hu, Jun Cheng, Hong Qi, Yufei Wu, Jiong Zhang, Yitian Zhao
2021 — conf
Surgical instrument segmentation based on multi-scale and multi-level feature network.
EMBC
Yiming Wang, Zhongxi Qiu, Yan Hu, Hao Chen, Fangfu Ye, Jiang Liu
2021 J jnl
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification.
CoRR
Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu
2021 J jnl
Weighing features of lung and heart regions for thoracic disease classification.
BMC Medical Imaging
Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu
2021 B conf
rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet on Weighted Spatial-Temporal Representation.
ICIP
Chenglin Yao, Shihe Wang, Jialu Zhang, Wentao He, Heshan Du, Jianfeng Ren, Ruibin Bai, Jiang Liu
2020 J jnl
A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity.
IEEE Access
Pan Su, Tianhua Chen, Jianyang Xie, Baikai Ma, Hong Qi, Jiang Liu, Yitian Zhao
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 J jnl
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
CoRR
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2020 — conf
An Efficient Lens Structures Segmentation Method on AS-OCT Images.
EMBC
Guiping Cao, Wei Zhao, Risa Higashita, Jiang Liu, Wan Chen, Jin Yuan, Yubing Zhang, Ming Yang
2020 J jnl
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network.
IEEE Trans. Cybern.
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, 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
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.
IEEE Trans. Medical Imaging
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
2020 J jnl
Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning.
IEEE J. Biomed. Health Informatics
Huihong Zhang, Jianlong Yang, Kang Zhou, Fei Li, Yan Hu, Yitian Zhao, Ce Zheng, Xiulan Zhang, Jiang Liu
2020 J jnl
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging.
CoRR
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu
2020 — conf
CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19.
ICIC (2)
Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu
2020 — conf
Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network.
MICCAI (6)
Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao
2020 — conf
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images.
MICCAI (6)
Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao
2020 — conf
Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning.
OMIA@MICCAI
Yuanyuan Gu, Yan Hu, Lei Mou, Huaying Hao, Yitian Zhao, Ce Zheng, Jiang Liu
2020 J jnl
Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis".
IEEE Trans. Medical Imaging
Tianyang Miller, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Ru Zheng, Jiang Liu
2020 J jnl
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".
IEEE Trans. Medical Imaging
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
2020 — conf
Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement.
MICCAI (2)
Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao
2020 — conf
Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images.
EMBC
Xiaoqian Mao, Yitian Zhao, Bang Chen, Yuhui Ma, Zaiwang Gu, Shenshen Gu, Jianlong Yang, Jun Cheng, Jiang Liu
2020 J jnl
Dense Dilated Network With Probability Regularized Walk for Vessel Detection.
IEEE Trans. Medical Imaging
Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu
2020 — conf
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images.
ECCV (20)
Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao
2020 J jnl
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images.
CoRR
Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao
2020 J jnl
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease.
IEEE Trans. Medical Imaging
Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis
2020 J jnl
JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation.
IEEE Trans. Biomed. Eng.
Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, 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
Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration.
EMBC
Yuntong Tian, Yan Hu, Yuhui Ma, Huaying Hao, Lei Mou, Jianlong Yang, Yitian Zhao, Jiang Liu
2020 J jnl
Noise Adaptation Generative Adversarial Network for Medical Image Analysis.
IEEE Trans. Medical Imaging
Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu
2020 — conf
Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography.
ISBI
Yan Hu, Jianlong Yang, Jun Cheng, Jiang Liu
2020 — conf
Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences.
MICCAI (5)
Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao
2020 J jnl
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences.
CoRR
Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao
2020 — conf
Open-Set OCT Image Recognition with Synthetic Learning.
ISBI
Yuting Xiao, Shenghua Gao, Zhenjie Chai, Kang Zhou, Tianyang Zhang, Yitian Zhao, Jun Cheng, Jiang Liu
2020 — conf
Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography.
ISBI
Zhenjie Chai, Kang Zhou, Jianlong Yang, Yuhui Ma, Zhi Chen, Shenghua Gao, Jiang Liu
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
2020 J jnl
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
CoRR
Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao
2020 — conf
Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT.
MICCAI (5)
Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao
2020 J jnl
Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT.
CoRR
Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao
2020 J jnl
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.
IEEE Trans. Medical Imaging
Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu
2020 — conf
SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading.
ISBI
Zhi Tu, Shenghua Gao, Kang Zhou, Xianing Chen, Huazhu Fu, Zaiwang Gu, Jun Cheng, Zehao Yu, Jiang Liu
2020 — conf
Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.
ISBI
Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu
2020 J jnl
Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation.
Artif. Intell. Medicine
Qifeng Yan, Bang Chen, Yan Hu, Jun Cheng, Yan Gong, Jianlong Yang, Jiang Liu, Yitian Zhao
2019 J jnl
Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network.
CoRR
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
2019 — conf
Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks.
EMBC
Huaying Hao, Yitian Zhao, Huazhu Fu, Qiaoling Shang, Fei Li, Xiulan Zhang, Jiang Liu
2019 — conf
Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor.
MIUA
Kun Zhao, Hui Zhang, Yitian Zhao, Jianyang Xie, Yalin Zheng, David Borroni, Hong Qi, Jiang Liu
2019 — conf
Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor.
EMBC
Qiaoling Shang, Yitian Zhao, Zhili Chen, Huaying Hao, Fei Li, Xiulan Zhang, Jiang Liu
2019 J jnl
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images.
CoRR
Huihong Zhang, Jianlong Yang, Kang Zhou, Zhenjie Chai, Jun Cheng, Shenghua Gao, Jiang Liu
2019 J jnl
CE-Net: Context Encoder Network for 2D Medical Image Segmentation.
CoRR
Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu
2019 J jnl
CE-Net: Context Encoder Network for 2D Medical Image Segmentation.
IEEE Trans. Medical Imaging
Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu
2019 — conf
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
MICCAI (1)
Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu
2019 — conf
Conditional Adversarial Transfer for Glaucoma Diagnosis.
EMBC
Jingwen Wang, Yuguang Yan, Yanwu Xu, Wei Zhao, Huaqing Min, Mingkui Tan, Jiang Liu
2019 J jnl
Dense Dilated Network with Probability Regularized Walk for Vessel Detection.
CoRR
Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu
2019 — conf
Evaluation of Retinal Image Quality Assessment Networks in Different Color-Spaces.
MICCAI (1)
Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao
2019 J jnl
Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces.
CoRR
Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao
2019 — conf
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity.
MICCAI (4)
Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu
2019 — ch.
Glaucoma Detection Based on Deep Learning Network in Fundus Image.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Huazhu Fu, Jun Cheng, Yanwu Xu, Jiang Liu
2019 — conf
Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries.
OMIA@MICCAI
Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu
2019 — conf
Hybrid Neural Network for Photoacoustic Imaging Reconstruction.
EMBC
Hengrong Lan, Kang Zhou, Changchun Yang, Jiang Liu, Shenghua Gao, Fei Gao
2019 — conf
Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo.
MICCAI (1)
Hengrong Lan, Kang Zhou, Changchun Yang, Jun Cheng, Jiang Liu, Shenghua Gao, Fei Gao
2019 — conf
Network Pruning for OCT Image Classification.
OMIA@MICCAI
Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu
2019 B conf
On the Application of Preaggregation Functions to Fuzzy Pattern Tree.
FUZZ-IEEE
Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu
2019 — conf
Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina.
ISBI
Jun Cheng, Yitian Zhao, Yan Hu, Jiang Liu
2019 — conf
SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.
MICCAI (4)
Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu
2019 J jnl
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.
CoRR
Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu
2019 J jnl
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.
CoRR
Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu
2019 — conf
Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction.
EMBC
Rui Zhao, Yitian Zhao, Zhili Chen, Yifan Zhao, Jianlong Yang, Yan Hu, Jun Cheng, Jiang Liu
2019 — conf
The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection.
OMIA@MICCAI
Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng
2019 J jnl
The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection.
CoRR
Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng
2019 A* conf
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering.
CVPR
Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu
2018 J jnl
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter.
IEEE Trans. Medical Imaging
Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu
2018 — conf
Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images.
COMPAY/OMIA@MICCAI
Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu
2018 Misc conf
Combining Multiple Deep Features for Glaucoma Classification.
ICASSP
Annan Li, Yunhong Wang, Jun Cheng, Jiang Liu
2018 — conf
DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework.
ACCV (5)
Huiying Liu, Damon Wing Kee Wong, Huazhu Fu, Yanwu Xu, Jiang Liu
2018 — conf
DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling.
COMPAY/OMIA@MICCAI
Zaiwang Gu, Peng Liu, Kang Zhou, Yuming Jiang, Haoyu Mao, Jun Cheng, Jiang Liu
2018 J jnl
Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image.
IEEE Trans. Medical Imaging
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao
2018 J jnl
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image.
CoRR
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao
2018 — conf
Fundus Image Quality-Guided Diabetic Retinopathy Grading.
COMPAY/OMIA@MICCAI
Kang Zhou, Zaiwang Gu, Annan Li, Jun Cheng, Shenghua Gao, Jiang Liu
2018 J jnl
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation.
IEEE Trans. Medical Imaging
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao
2018 J jnl
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation.
CoRR
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao
2018 — conf
Large-Scale Left and Right Eye Classification in Retinal Images.
COMPAY/OMIA@MICCAI
Peng Liu, Zaiwang Gu, Fan Liu, Yuming Jiang, Shanshan Jiang, Haoyu Mao, Jun Cheng, Lixin Duan, Jiang Liu
2018 J jnl
Learning supervised descent directions for optic disc segmentation.
Neurocomputing
Annan Li, Zhiheng Niu, Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Shuicheng Yan, Jiang Liu
2018 — conf
Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks.
COMPAY/OMIA@MICCAI
Xu Sun, Yanwu Xu, Mingkui Tan, Huazhu Fu, Wei Zhao, Tianyuan You, Jiang Liu
2018 J jnl
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang.
CoRR
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu
2018 — conf
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.
EMBC
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu
2018 J jnl
Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT.
CoRR
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
2018 — conf
Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT.
MICCAI (2)
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
2018 — conf
Ocular disease detection from multiple informatics domains.
ISBI
Yanwu Xu, Lixin Duan, Huazhu Fu, Zhuo Zhang, Wei Zhao, Tianyuan You, Tien Yin Wong, Jiang Liu
2018 — conf
Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks.
EMBC
Xu Sun, Yanwu Xu, Wei Zhao, Tianyuan You, Jiang Liu
2018 — conf
Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection.
EMBC
Yuming Jiang, Hu Xia, Yanwu Xu, Jun Cheng, Huazhu Fu, Lixin Duan, Zhigang Meng, Jiang Liu
2018 — conf
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
MICCAI (2)
Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu
2018 — conf
Retinal vascular topology estimation via dominant sets clustering.
ISBI
Jianyang Xie, Yitian Zhao, Yalin Zheng, Pan Su, Jiang Liu, Yongtian Wang
2018 J jnl
Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis.
IEEE Trans. Medical Imaging
Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu
2018 J jnl
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis.
CoRR
Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu
2018 — conf
Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases.
MICCAI (2)
Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu
2017 J jnl
Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels.
Comput. Methods Programs Biomed.
Ruchir Srivastava, Lixin Duan, Damon Wing Kee Wong, Jiang Liu, Tien Yin Wong
2017 — conf
Generative caption for diabetic retinopathy images.
SPAC
Luhui Wu, Cheng Wan, Yiquan Wu, Jiang Liu
2017 — conf
Glaucoma classification from retina optical coherence tomography angiogram.
EMBC
Ee Ping Ong, Jun Cheng, Damon Wing Kee Wong, Jiang Liu, Elton L. T. Tay, Leonard W. L. Yip
2017 — conf
Image quality classification for DR screening using deep learning.
EMBC
Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu
2017 — conf
Optic Disc Detection via Deep Learning in Fundus Images.
FIFI/OMIA@MICCAI
Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu
2017 — conf
Retinal Image Quality Classification Using Fine-Tuned CNN.
FIFI/OMIA@MICCAI
Jing Sun, Cheng Wan, Jun Cheng, Fengli Yu, Jiang Liu
2017 J jnl
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT.
IEEE Trans. Medical Imaging
Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
2016 — conf
Automated basal cell carcinoma detection in high-definition optical coherence tomography.
EMBC
Annan Li, Jun Cheng, Ai Ping Yow, Ruchir Srivastava, Damon Wing Kee Wong, Hong Liang Tey, Jiang Liu
2016 — conf
Automated in vivo 3D high-definition optical coherence tomography skin analysis system.
EMBC
Ai Ping Yow, Jun Cheng, Annan Li, Ruchir Srivastava, Jiang Liu, Damon Wing Kee Wong, Hong Liang Tey
2016 — conf
Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer.
EMBC
Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Mani Baskaran, Shamira A. Perera, Tin Aung
2016 — conf
Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery.
MICCAI (3)
Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon Wing Kee Wong, Mani Baskaran, Tin Aung, Jiang Liu
2016 — conf
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.
MICCAI (2)
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
2016 — conf
Integrating holistic and local deep features for glaucoma classification.
EMBC
Annan Li, Jun Cheng, Damon Wing Kee Wong, Jiang Liu
2016 — conf
Retinal vessel segmentation via deep learning network and fully-connected conditional random fields.
ISBI
Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu
2016 — conf
Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.
MICCAI (3)
Yanwu Xu, Lixin Duan, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2016 — conf
Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification.
ISBI
Yanwu Xu, Jiang Liu, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung
2016 J jnl
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction.
IEEE Trans. Medical Imaging
Jun Cheng, Dacheng Tao, Ying Quan, Damon Wing Kee Wong, Chui Ming Gemmy Cheung, Masahiro Akiba, Jiang Liu
2015 — conf
A Robust Outlier Elimination Approach for Multimodal Retina Image Registration.
MICCAI (2)
Ee Ping Ong, Jimmy Addison Lee, Jun Cheng, Guozhen Xu, Beng Hai Lee, Augustinus Laude, Stephen Teoh, Tock Han Lim, Damon Wing Kee Wong, Jiang Liu
2015 — conf
A cloud-based system for automatic glaucoma screening.
EMBC
Fengshou Yin, Damon Wing Kee Wong, Ying Quan, Ai Ping Yow, Ngan Meng Tan, Kavitha Gopalakrishnan, Beng Hai Lee, Yanwu Xu, Zhuo Zhang, Jun Cheng, Jiang Liu
2015 A* conf
A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration.
CVPR
Jimmy Addison Lee, Jun Cheng, Beng Hai Lee, Ee Ping Ong, Guozhen Xu, Damon Wing Kee Wong, Jiang Liu, Augustinus Laude, Tock Han Lim
2015 — conf
An augmented reality assistance platform for eye laser surgery.
EMBC
Ee Ping Ong, Jimmy Addison Lee, Jun Cheng, Beng Hai Lee, Guozhen Xu, Augustinus Laude, Stephen Teoh, Tock Han Lim, Damon Wing Kee Wong, Jiang Liu
2015 — conf
Automatic Feature Learning for Glaucoma Detection Based on Deep Learning.
MICCAI (3)
Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015 J jnl
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.
IEEE Trans. Biomed. Eng.
Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
2015 — conf
Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso.
MICCAI (2)
Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015 — conf
Epidermal segmentation in high-definition optical coherence tomography.
EMBC
Annan Li, Jun Cheng, Ai Ping Yow, Carolin Wall, Damon Wing Kee Wong, Hong Liang Tey, Jiang Liu
2015 — conf
Glaucoma detection based on deep convolutional neural network.
EMBC
Xiangyu Chen, Yanwu Xu, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015 C conf
Graph based lumen segmentation in optical coherence tomography images.
ICICS
Mengdi Xu, Jun Cheng, Damon Wing Kee Wong, Jiang Liu, Akira Taruya, Atsushi Tanaka
2015 — conf
Multiple ocular diseases detection based on joint sparse multi-task learning.
EMBC
Xiangyu Chen, Yanwu Xu, Fengshou Yin, Zhuo Zhang, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015 A* conf
Object-based RGBD image co-segmentation with mutex constraint.
CVPR
Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
2015 — conf
Red lesion detection in retinal fundus images using Frangi-based filters.
EMBC
Ruchir Srivastava, Damon Wing Kee Wong, Lixin Duan, Jiang Liu, Tien Yin Wong
2015 — conf
Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis.
MICCAI (2)
Jimmy Addison Lee, Jun Cheng, Guozhen Xu, Ee Ping Ong, Beng Hai Lee, Damon Wing Kee Wong, Jiang Liu
2015 B conf
Retina verification using a combined points and edges approach.
ICIP
Ee Ping Ong, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu
2015 J jnl
Robust multi-scale superpixel classification for optic cup localization.
Comput. Medical Imaging Graph.
Ngan Meng Tan, Yanwu Xu, Wooi-Boon Goh, Jiang Liu
2015 C conf
Skin surface topographic assessment using in vivo high-definition optical coherence tomography.
ICICS
Ai Ping Yow, Jun Cheng, Annan Li, Carolin Wall, Damon Wing Kee Wong, Jiang Liu, Hong Liang Tey
2015 J jnl
Sparse Dissimilarity-Constrained Coding for Glaucoma Screening.
IEEE Trans. Biomed. Eng.
Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Dacheng Tao, Jiang Liu
2015 — conf
Using deep learning for robustness to parapapillary atrophy in optic disc segmentation.
ISBI
Ruchir Srivastava, Jun Cheng, Damon Wing Kee Wong, Jiang Liu
2014 J jnl
A survey on computer aided diagnosis for ocular diseases.
BMC Medical Informatics Decis. Mak.
Zhuo Zhang, Ruchir Srivastava, Huiying Liu, Xiangyu Chen, Lixin Duan, Damon Wing Kee Wong, Chee Keong Kwoh, Tien Yin Wong, Jiang Liu
2014 — conf
Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images.
EMBC
Mengdi Xu, Jun Cheng, Damon Wing Kee Wong, Akira Taruya, Atsushi Tanaka, Jiang Liu
2014 — conf
Automatic retinal interest evaluation system (ARIES).
EMBC
Fengshou Yin, Damon Wing Kee Wong, Ai Ping Yow, Beng Hai Lee, Ying Quan, Zhuo Zhang, Kavitha Gopalakrishnan, Ruoying Li, Jiang Liu
2014 — conf
Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening.
ACCV (3)
Huiying Liu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu
2014 — conf
Geometric corner extraction in retinal fundus images.
EMBC
Jimmy Addison Lee, Beng Hai Lee, Guozhen Xu, Ee Ping Ong, Damon Wing Kee Wong, Jiang Liu, Tock Han Lim
2014 C conf
Growcut-based drusen segmentation for age-related macular degeneration detection.
VCIP
Huiying Liu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu
2014 — conf
Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.
MICCAI (2)
Lixin Duan, Yanwu Xu, Wen Li, Lin Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2014 — conf
Local patch reconstruction framework for optic cup localization in glaucoma detection.
EMBC
Yanwu Xu, Ying Quan, Yi Huang, Ngan Meng Tan, Ruoying Li, Lixin Duan, Lin Chen, Huiying Liu, Xiangyu Chen, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung, Tien Yin Wong, Jiang Liu
2014 — conf
Multi-scale superpixel classification for optic cup localization.
ISBI
Ngan Meng Tan, Yanwu Xu, Jiang Liu, Wooi Boon Goh, Fengshou Yin, Tien Yin Wong
2014 — conf
Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.
ACCV (4)
Xiangyu Chen, Yanwu Xu, Lixin Duan, Shuicheng Yan, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu
2014 — conf
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.
MICCAI (1)
Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2014 J jnl
Robotic learning of motion using demonstrations and statistical models for surgical simulation.
Int. J. Comput. Assist. Radiol. Surg.
Tao Yang, Chee-Kong Chui, Jiang Liu, Weimin Huang, Yi Su, Stephen K. Y. Chang
2014 — conf
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.
MICCAI (1)
Jun Cheng, Lixin Duan, Damon Wing Kee Wong, Dacheng Tao, Masahiro Akiba, Jiang Liu
2014 — conf
Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection.
EMBC
Jun Cheng, Lixin Duan, Damon Wing Kee Wong, Masahiro Akiba, Jiang Liu
2013 — conf
Automated anterior chamber angle localization and glaucoma type classification in OCT images.
EMBC
Yanwu Xu, Jiang Liu, Jun Cheng, Beng Hai Lee, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung
2013 — conf
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.
MICCAI (2)
Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Yim-lui Cheung, Tien Yin Wong
2013 — conf
Automatic notch detection in retinal images.
ISBI
Mei Hui Tan, Ying Sun, Sim Heng Ong, Jiang Liu, Mani Baskaran, Tin Aung, Tien Yin Wong
2013 — conf
Domain prior based superpixel propagation for optic cup localization.
ISBI
Ngan Meng Tan, Yanwu Xu, Jiang Liu, Wooi Boon Goh, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong
2013 — conf
Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.
MICCAI (3)
Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
2013 — conf
Integrating research, clinical practice and translation: The singapore experience.
EMBC
Jiang Liu, Damon Wing Kee Wong, Zhuo Zhang, Beng Hai Lee, Xinting Gao, Fengshou Yin, Jielin Zhang, Min Thet Htoo
2013 — conf
Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach.
ISBI
Yanwu Xu, Jiang Liu, Zhuo Zhang, Ngan Meng Tan, Damon Wing Kee Wong, Seang Mei Saw, Tien Yin Wong
2013 — ch.
Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Frontiers of Intelligent Autonomous Systems
Tao Yang, Jiang Liu, Weimin Huang, Liangjing Yang, Chee-Kong Chui, Marcelo H. Ang Jr., Yi Su, Stephen K. Y. Chang
2013 — conf
Modeling and Simulation of Soft Tissue Deformation.
Abdominal Imaging
Yuping Duan, Weimin Huang, Huibin Chang, Wenyu Chen, Kyaw Kyar Toe, Jiayin Zhou, Tao Yang, Jiang Liu, Soo Kng Teo, Calvin Chi-Wan Lim, Yi Su, Chee-Kong Chui, Stephen K. Y. Chang
2013 — conf
Optic disk localization by a robust fusion method.
Computer-Aided Diagnosis
Jielin Zhang, Fengshou Yin, Damon Wing Kee Wong, Jiang Liu, Mani Baskaran, Ching Yu Cheng, Tien Yin Wong
2013 J jnl
Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.
J. Am. Medical Informatics Assoc.
Jiang Liu, Zhuo Zhang, Damon Wing Kee Wong, Yanwu Xu, Fengshou Yin, Jun Cheng, Ngan Meng Tan, Chee Keong Kwoh, Dong Xu, Yih Chung Tham, Tin Aung, Tien Yin Wong
2013 — conf
Self-assessment for optic disc segmentation.
EMBC
Jun Cheng, Jiang Liu, Fengshou Yin, Beng Hai Lee, Damon Wing Kee Wong, Tin Aung, Ching Yu Cheng, Tien Yin Wong
2013 — conf
Superpixel Classification Based Optic Cup Segmentation.
MICCAI (3)
Jun Cheng, Jiang Liu, Dacheng Tao, Fengshou Yin, Damon Wing Kee Wong, Yanwu Xu, Tien Yin Wong
2013 J jnl
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Medical Imaging
Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Ngan Meng Tan, Dacheng Tao, Ching Yu Cheng, Tin Aung, Tien Yin Wong
2013 — conf
Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.
EMBC
Yuping Duan, Weimin Huang, Huibin Chang, Kyaw Kyar Toe, Tao Yang, Jiayin Zhou, Jiang Liu, Soo Kng Teo, Calvin Chi-Wan Lim, Yi Su, Chee-Kong Chui, Stephen K. Y. Chang
2013 — conf
THALIA - An automatic hierarchical analysis system to detect drusen lesion images for amd assessment.
ISBI
Damon Wing Kee Wong, Jiang Liu, Xiangang Cheng, Jielin Zhang, Fengshou Yin, Mayuri Bhargava, Chui Ming Gemmy Cheung, Tien Yin Wong
2012 — conf
3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval.
Abdominal Imaging
Weimin Huang, Wei Xiong, Jiayin Zhou, Jing Zhang, Tao Yang, Jiang Liu, Yi Su, Calvin Chi-Wan Lim, Chee-Kong Chui, Stephen K. Y. Chang
2012 — conf
An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images.
EMBC
Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong
2012 — conf
Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification.
EMBC
Yanwu Xu, Jiang Liu, Ngan Meng Tan, Beng Hai Lee, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung
2012 B conf
Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis.
CBMS
Fengshou Yin, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong
2012 — conf
Automatic detection of the macula in retinal fundus images using seeded mode tracking approach.
EMBC
Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Xiangang Cheng, Ching Yu Cheng, Chui Ming Gemmy Cheung, Tien Yin Wong
2012 — conf
Automatic localization of retinal landmarks.
EMBC
Xiangang Cheng, Damon Wing Kee Wong, Jiang Liu, Beng Hai Lee, Ngan Meng Tan, Jielin Zhang, Ching Yu Cheng, Chui Ming Gemmy Cheung, Tien Yin Wong
2012 B conf
Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features.
ICPR
Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Xiangang Cheng, Chui Ming Gemmy Cheung, Mayuri Bhargava, Tien Yin Wong
2012 B conf
Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking.
ICPR
Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Beng Hai Lee, Yih Chung Tham, Carol Yim-lui Cheung, Tien Yin Wong
2012 B conf
Early age-related macular degeneration detection by focal biologically inspired feature.
ICIP
Jun Cheng, Damon Wing Kee Wong, Xiangang Cheng, Jiang Liu, Ngan Meng Tan, Mayuri Bhargava, Chui Ming Gemmy Cheung, Tien Yin Wong
2012 — conf
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.
MICCAI (1)
Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong
2012 B conf
Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.
ICPR
Yanwu Xu, Jiang Liu, Jun Cheng, Fengshou Yin, Ngan Meng Tan, Damon Wing Kee Wong, Ching Yu Cheng, Yih Chung Tham, Tien Yin Wong
2012 — conf
Efficient optic cup localization using regional propagation based on retinal structure priors.
EMBC
Yanwu Xu, Jiang Liu, Jun Cheng, Fengshou Yin, Ngan Meng Tan, Damon Wing Kee Wong, Mani Baskaran, Ching Yu Cheng, Tien Yin Wong
2012 — conf
Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach.
CSBio
Zhuo Zhang, Yanwu Xu, Jiang Liu, Chee Keong Kwoh
2012 — conf
Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
IAS (2)
Tao Yang, Jiang Liu, Weimin Huang, Yi Su, Liangjing Yang, Chee-Kong Chui, Marcelo H. Ang Jr., Stephen K. Y. Chang
2012 J jnl
Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.
IEEE Trans. Medical Imaging
Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Tien Yin Wong, Seang Mei Saw
2012 B conf
Peripapillary atrophy detection by biologically inspired feature.
ICPR
Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tien Yin Wong, Seang Mei Saw
2012 J jnl
Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty).
BMC Medical Imaging
Melissa H. Y. Wong, Annabel Chew, Hla M. Htoon, Beng Hai Lee, Jun Cheng, Jiang Liu, Donald T. Tan, Jodhbir S. Mehta
2012 — conf
Sector-based optic cup segmentation with intensity and blood vessel priors.
EMBC
Fengshou Yin, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Jun Cheng, Ching Yu Cheng, Yih Chung Tham, Tien Yin Wong
2012 — conf
Superpixel Classification Based Optic Disc Segmentation.
ACCV (2)
Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Ngan Meng Tan, Ching Yu Cheng, Yih Chung Tham, Tien Yin Wong
2012 — conf
Superpixel classification for initialization in model based optic disc segmentation.
EMBC
Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Beng Hai Lee, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong
2011 — conf
3D shape decomposition and comparison for gallbladder modeling.
Image-Guided Procedures
Weimin Huang, Jiayin Zhou, Jiang Liu, Jing Zhang, Tao Yang, Yi Su, Gim Han Law, Chee-Kong Chui, Stephen K. Y. Chang
2011 J jnl
A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.
IEEE Trans. Medical Imaging
Wei Huang, Kap Luk Chan, Huiqi Li, Joo-Hwee Lim, Jiang Liu, Tien Yin Wong
2011 — conf
A hybrid framework for genome wide epistasis discovery.
EMBC
Zehao Tan, Zhuo Zhang, Jiang Liu, Chee Keong Kwoh, Sim Heng Ong, Yik Ying Teo, Chiea-Chuen Khor, E. Shyong Tai, Tin Aung, Eranga Vithana, Tien Yin Wong
2011 — conf
Automatic optic disc segmentation with peripapillary atrophy elimination.
EMBC
Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Fengshou Yin, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong
2011 — conf
Designing an active motor skill learning platform with a robot-assisted laparoscopic trainer.
EMBC
Chun Siong Lee, Liangjing Yang, Tao Yang, Chee-Kong Chui, Jiang Liu, Weimin Huang, Yi Su, Stephen K. Y. Chang
2011 — conf
Focal Biologically Inspired Feature for Glaucoma Type Classification.
MICCAI (3)
Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Beng Hai Lee, Mani Baskaran, Tien Yin Wong, Tin Aung
2011 — conf
Focal edge association to glaucoma diagnosis.
EMBC
Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Beng Hai Lee, Carol Yim-lui Cheung, Mani Baskaran, Tien Yin Wong, Tin Aung
2011 — conf
MRMR optimized classification for automatic glaucoma diagnosis.
EMBC
Zhuo Zhang, Chee Keong Kwoh, Jiang Liu, Fengshou Yin, Adrianto Wirawan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong
2011 — conf
Model-based optic nerve head segmentation on retinal fundus images.
EMBC
Fengshou Yin, Jiang Liu, Sim Heng Ong, Ying Sun, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong
2011 — conf
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.
MICCAI (3)
Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong
2010 J jnl
A Computer-Aided Diagnosis System of Nuclear Cataract.
IEEE Trans. Biomed. Eng.
Huiqi Li, Joo-Hwee Lim, Jiang Liu, Paul Mitchell, Ava G. Tan, Jie Jin Wang, Tien Yin Wong
2010 J jnl
Automated Layer Segmentation of Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng.
Shijian Lu, Carol Yim-lui Cheung, Jiang Liu, Joo-Hwee Lim, Christopher Kai-shun Leung, Tien Yin Wong
2010 J jnl
Automatic Area Classification in Peripheral Blood Smears.
IEEE Trans. Biomed. Eng.
Wei Xiong, Sim Heng Ong, Joo-Hwee Lim, Kelvin W. C. Foong, Jiang Liu, Daniel Racoceanu, Alvin G. L. Chong, Kevin S. W. Tan
2010 B conf
Automatic cell classification and population estimation in blastocystis autophagy images.
ICIP
Wei Xiong, Joo-Hwee Lim, S. H. Ong, Jiang Liu, Yin Jing, Kevin S. W. Tan
2010 — conf
Automatic classification of pathological myopia in retinal fundus images using PAMELA.
Computer-Aided Diagnosis
Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Zhuo Zhang, Shijian Lu, Joo-Hwee Lim, Huiqi Li, Seang Mei Saw, Louis Tong, Tien Yin Wong
2010 B conf
Automatic optic disc segmentation based on image brightness and contrast.
Image Processing
Shijian Lu, Jiang Liu, Joo-Hwee Lim, Zhuo Zhang, Ngan Meng Tan, Damon Wing Kee Wong, Huiqi Li, Tien Yin Wong
2010 — conf
Classification of left and right eye retinal images.
Computer-Aided Diagnosis
Ngan Meng Tan, Jiang Liu, Damon Wing Kee Wong, Zhuo Zhang, Shijian Lu, Joo-Hwee Lim, Huiqi Li, Tien Yin Wong
2010 — conf
Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.
MLMI
Wei Huang, Kap Luk Chan, Huiqi Li, Joo-Hwee Lim, Jiang Liu, Tien Yin Wong
2010 — conf
Enhancement of optic cup detection through an improved vessel kink detection framework.
Computer-Aided Diagnosis
Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Zhuo Zhang, Shijian Lu, Joo-Hwee Lim, Huiqi Li, Tien Yin Wong
2010 — conf
Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization.
MICCAI (2)
Xinqi Chu, Chee Khun Poh, Liyuan Li, Kap Luk Chan, Shuicheng Yan, Weijia Shen, That Mon Htwe, Jiang Liu, Joo-Hwee Lim, Eng Hui Ong
2009 — conf
A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking.
MICCAI (1)
Wei Huang, Huiqi Li, Kap Luk Chan, Joo-Hwee Lim, Jiang Liu, Tien Yin Wong
2009 — conf
Cell Clumping Quantification and Automatic Area Classification in Peripheral Blood Smear Images.
BMEI
Wei Xiong, S. H. Ong, Christina Kang, Joo-Hwee Lim, Jiang Liu, Daniel Racoceanu, Kelvin Weng Chiong Foong
2009 — conf
Computerized Systems for Cataract Grading.
BMEI
Huiqi Li, Joo-Hwee Lim, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Shijian Lu, Zhuo Zhang, Tien Yin Wong
2009 B conf
Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images.
ICIP
Wei Xiong, S. H. Ong, Qi Tian, Guozhen Xu, Jiayin Zhou, Jiang Liu, Sudhakar K. Venkatesh
2009 — conf
Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis.
BMEI
Zhuo Zhang, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Joo-Hwee Lim, Shijian Lu, Huiqi Li, Ziyang Liang, Tien Yin Wong
2009 B conf
Photometric correction of retinal images by polynomial interpolation.
ICIP
Jiang Liu, Shijian Lu, Joo-Hwee Lim, Zhuo Zhang, Ngan Meng Tan, Damon Wing Kee Wong, Huiqi Li, Tien Yin Wong
2008 A conf
Automatic opacity detection in retro-illumination images for cortical cataract diagnosis.
ICME
Huiqi Li, Liling Ko, Joo-Hwee Lim, Jiang Liu, Damon Wing Kee Wong, Tien Yin Wong, Ying Sun
2008 B conf
Automatic working area classification in peripheral blood smears using spatial distribution features across scales.
ICPR
Wei Xiong, Sim Heng Ong, Joo-Hwee Lim, Nn Tung, Jiang Liu, Daniel Racoceanu, Kevin S. W. Tan, Alvin G. L. Chong, Kelvin Weng Chiong Foong
2008 B conf
CALM: cascading system with leaking detection mechanism for medical image segmentation.
Image Processing
Jiang Liu, Joo-Hwee Lim, Huiqi Li
2008 — conf
Image based grading of nuclear cataract by SVM regression.
Computer-Aided Diagnosis
Huiqi Li, Joo-Hwee Lim, Jiang Liu, Tien Yin Wong, Ava G. Tan, Jie Jin Wang, Paul Mitchell
2006 — conf
A Hybrid Approach using Set Theory (HAST) for Magnetic Resonance (MR) Image Segmentation.
PRIS
Jiang Liu, Chee Kin Ban, Boon Pin Tan, Borys Shuter, Shih-Chang Wang
2006 C conf
A Set-based Hybrid Approach (SHA) for MRI Segmentation.
ICARCV
Jiang Liu, Tze-Yun Leong, Chee Kin Ban, Boon Pin Tan, Borys Shuter, Shih-Chang Wang
2006 Misc conf
Set-based Cascading Approaches for Magnetic Resonance (MR) Image Segmentation (SCAMIS).
AMIA
Jiang Liu, Tze-Yun Leong, Chee Kin Ban, Boon Pin Tan, Borys Shuter, Shih-Chang Wang