| 2025 | AAAI | Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis. | Chengzhi Liu, Zile Huang, Zhe Chen, Feilong Tang, Yu Tian, Zhongxing Xu, Zihong Luo, Yalin Zheng, Yanda Meng |
| 2025 | CVPR | Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? | Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng |
| 2025 | MICCAI | tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting. | Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan, Gregory Yoke Hong Lip, Li Cheng, Yalin Zheng, He Zhao |
| 2025 | MICCAI | A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement. | Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma, Yitian Zhao |
| 2025 | MICCAI | MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images. | Hongshuo Li, Ankai Dong, Tiande Zhang, Shijia Zhou, Yalin Zheng, Lei Mou, Yitian Zhao |
| 2025 | MICCAI | UncEGA-Net: Uncertainty-Guided Edge Attention for Optic Nerve Segmentation in Ultrasound Images. | Wenhui Li, Yalin Zheng, Gregory Yoke Hong Lip, Mark Kelson, Yanda Meng |
| 2025 | MICCAI | Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis. | Ziheng Wang, Shuran Yang, Wen Chen, Zhen Zhang, Mengyu Wang, Feixiang Zhou, Yu Tian, Meng Wang, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport. | Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading. | Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation. | Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng |
| 2024 | AAAI | Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. | Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng |
| 2024 | ICIP | Giraffe: A Genetic Programming Algorithm To Build Deep Learning Ensembles For Ecg Arrhythmia Classification. | Damian Kucharski, Agata M. Wijata, Lu Fu, Weidong Lin, Yumei Xue, Jacek Kawa, Yalin Zheng, Gregory Yoke Hong Lip, Jakub Nalepa |
| 2024 | MICCAI | Coral-CVDs: A Consistent Ordinal Regression Model for Cardiovascular Diseases Grading. | Zhuangzhi Gao, He Zhao, Zhongli Wu, Yuankai Wang, Gregory Yoke Hong Lip, Alena Shantsila, Eduard Shantsila, Yalin Zheng |
| 2024 | MICCAI | A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. | Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao |
| 2024 | MICCAI | Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation. | Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng |
| 2024 | MICCAI | CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. | Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2023 | CVPR | Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model. | Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng |
| 2023 | MICCAI | Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. | Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao |
| 2022 | CVPR | DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. | Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng |
| 2022 | IC3K | Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2022 | IC3K | Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2022 | MICCAI | NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. | Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao |
| 2022 | MICCAI | Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. | Yanda Meng, Xu Chen, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng |
| 2022 | MICCAI | Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. | Yuchen Zhang, Yanda Meng, Yalin Zheng |
| 2022 | SGAI | Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2021 | BMVC | BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. | Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng |
| 2021 | DaWaK | Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2021 | ICCV | Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. | Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng |
| 2021 | MICCAI | Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. | Xu Chen, Yanda Meng, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng |
| 2021 | MICCAI | TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. | Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Yoke Hong Lip, Yitian Zhao, Yalin Zheng |
| 2021 | MICCAI | Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. | Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao |
| 2021 | MICCAI | Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. | Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao |
| 2021 | SGAI | Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2020 | ECCV | Regression of Instance Boundary by Aggregated CNN and GCN. | Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng |
| 2020 | MICCAI | Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. | Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao |
| 2020 | MICCAI | CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. | Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng |
| 2020 | MICCAI | Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. | Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao |
| 2019 | CVPR | Learning Active Contour Models for Medical Image Segmentation. | Xu Chen, Bryan M. Williams, Srinivasa R. Vallabhaneni, Gabriela Czanner, Rachel Williams, Yalin Zheng |
| 2019 | CVPR | Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. | Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu |
| 2019 | IJCAI | Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network. | Harry Pratt, Frans Coenen, Yalin Zheng |
| 2019 | MICCAI | Dictionary Learning Informed Deep Neural Network with Application to OCT Images. | Joshua Bridge, Simon P. Harding, Yitian Zhao, Yalin Zheng |
| 2019 | MICCAI | CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. | Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu |
| 2019 | MICCAI | Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. | Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu |
| 2018 | MICCAI | Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. | Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu |
| 2018 | MICCAI | Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. | Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu |
| 2017 | DeSE | A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning. | Baidaa Al-Bander, Bryan M. Williams, Majid A. Al-Taee, Waleed Al-Nuaimy, Yalin Zheng |
| 2017 | MICCAI | Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images. | Bryan M. Williams, Baidaa Al-Bander, Harry Pratt, Samuel Lawman, Yitian Zhao, Yalin Zheng, Yaochun Shen |
| 2016 | DeSE | Automatic Feature Learning Method for Detection of Retinal Landmarks. | Baidaa Al-Bander, Waleed Al-Nuaimy, Majid A. Al-Taee, Ali Al-Ataby, Yalin Zheng |
| 2013 | CBMS | Classification of volumetric retinal images using overlapping decomposition and tree analysis. | Abdulrahman Albarrak, Frans Coenen, Yalin Zheng |
| 2011 | ICCBR | Time Series Case Based Reasoning for Image Categorisation. | Ashraf Elsayed, Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Marta Garca-Fiana, Vanessa Sluming, Yalin Zheng |
| 2010 | IJCNN | Retinal image classification using a histogram based approach. | Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng |
| 2010 | SGAI | Retinal Image Classification for the Screening of Age-Related Macular Degeneration. | Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng |