Yalin Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 97

Top Venues

CoRR

MIUA

IEEE Trans. Medical Imaging

MICCAI (4)

Publications

Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. AAAI (2024)
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Martha Joddrell, Savita Madhusudhan, Tunde Peto, Yitian Zhao, Yalin Zheng
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment. Medical Image Anal. 95 (2024)
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting. CoRR (2024)
Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model. CoRR (2023)
Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. MICCAI (7) (2023)
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Yitian Zhao, Yalin Zheng
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning. PRCV (13) (2023)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. IEEE Trans. Medical Imaging 42 (2) (2023)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Xuesheng Qian, Yihong Qiao, Xiaoyun Yang, Yalin Zheng
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation. IEEE Trans. Multim. 25 (2023)
Yanda Meng, Joshua Bridge, Yitian Zhao, Martha Joddrell, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Yuchen Zhang, Yanda Meng, Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-focused nnU-Net. CoRR (2023)
Yanda Meng, Joshua Bridge, Cliff Addison, Manhui Wang, Cristin Merritt, Stu Franks, Maria Mackey, Steve Messenger, Renrong Sun, Thomas Fitzmaurice, Caroline McCann, Qiang Li, Yitian Zhao, Yalin Zheng
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. Medical Image Anal. 84 (2023)
Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model. CVPR (2023)
Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. CoRR (2023)
Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao
NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. MICCAI (4) (2022)
Gustavo Daniel Vega Magdaleno, Vladislav Bespalov, Yalin Zheng, Alex Alves Freitas, João Pedro de Magalhães
Machine learning-based predictions of dietary restriction associations across ageing-related genes. BMC Bioinform. 23 (1) (2022)
Yanda Meng, Joshua Bridge, Meng Wei, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Counting with Adaptive Auxiliary Learning. CoRR (2022)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang, Yalin Zheng
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. IEEE Trans. Medical Imaging 41 (3) (2022)
Lei Mou, Hong Qi, Yonghuai Liu, Yalin Zheng, Peter Matthew, Pan Su, Jiang Liu, Jiong Zhang, Yitian Zhao
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. IEEE Trans. Medical Imaging 41 (8) (2022)
Yanda Meng, Xu Chen, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Xiaowei Huang, Yalin Zheng
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs. CoRR (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. KDIR (2022)
Yuchen Zhang, Yanda Meng, Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. LAScarQS@MICCAI (2022)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CVPR (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. IC3K (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. SGAI Conf. (2022)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CoRR (2022)
Yanda Meng, Xu Chen, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. MICCAI (4) (2022)
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation. CoRR (2021)
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
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. Medical Image Anal. 67 (2021)
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation. ISBI (2021)
Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao
Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. OMIA@MICCAI (2021)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. SGAI Conf. (2021)
Hongrun Zhang, Yanda Meng, Xuesheng Qian, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
A regularization term for slide correlation reduction in whole slide image analysis with deep learning. MIDL (2021)
Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. CoRR (2021)
Joshua Bridge, Simon P. Harding, Yalin Zheng
End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals. MIUA (2021)
Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. MICCAI (8) (2021)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. ICCV (2021)
Xu Chen, Yanda Meng, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. MICCAI (4) (2021)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. DaWaK (2021)
Yuhui Ma, Huaying Hao, Jianyang Xie, Huazhu Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, Yitian Zhao
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. IEEE Trans. Medical Imaging 40 (3) (2021)
Xu Chen, Xiangde Luo, Guotai Wang, Yalin Zheng
Deep Elastica For Image Segmentation. ISBI (2021)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. CoRR (2021)
Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. BMVC (2021)
Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Y. H. Lip, Yitian Zhao, Yalin Zheng
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. ASMUS@MICCAI (2021)
Joshua Bridge, Yanda Meng, Yitian Zhao, Yong Du, Mingfeng Zhao, Renrong Sun, Yalin Zheng
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. MICCAI (6) (2020)
Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng
Learning Euler's Elastica Model for Medical Image Segmentation. CoRR (2020)
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. IEEE Trans. Medical Imaging 39 (9) (2020)
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
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging. CoRR (2020)
Xiyin Wu, Dongxu Gao, David Borroni, Savita Madhusudhan, Zhong Jin, Yalin Zheng
Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Regression of Instance Boundary by Aggregated CNN and GCN. ECCV (8) (2020)
Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. MICCAI (4) (2020)
Wenyue Zhu, Jae Yee Ku, Yalin Zheng, Paul C. Knox, Ruwanthi Kolamunnage-Dona, Gabriela Czanner
Spatial Linear Mixed Effects Modelling for OCT Images: SLME Model. J. Imaging 6 (6) (2020)
Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering. IEEE Trans. Medical Imaging 39 (2) (2020)
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". IEEE Trans. Medical Imaging 39 (11) (2020)
Joshua Bridge, Simon P. Harding, Yalin Zheng
Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images. CoRR (2020)
Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao
Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. MICCAI (2) (2020)
Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. CoRR (2020)
Varakorn Kidsumran, Yalin Zheng
Deep Vectorization Convolutional Neural Networks for Denoising in Mammogram Using Enhanced Image. MIUA (2019)
Harry Pratt, Frans Coenen, Yalin Zheng
Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network. KHD@IJCAI (2019)
Zhaohui Zhang, Sanyang Liu, Yi-Guang Bai, Yalin Zheng
M optimal routes hops strategy: detecting sinkhole attacks in wireless sensor networks. Clust. Comput. 22 (Supplement) (2019)
Kun Zhao, Hui Zhang, Yitian Zhao, Jianyang Xie, Yalin Zheng, David Borroni, Hong Qi, Jiang Liu
Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor. MIUA (2019)
Xu Chen, Melissa Leak, Simon P. Harding, Yalin Zheng
AI-Based Method for Detecting Retinal Haemorrhage in Eyes with Malarial Retinopathy. MIUA (2019)
Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. CVPR (2019)
Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. MICCAI (1) (2019)
Wenyue Zhu, Jae Yee Ku, Yalin Zheng, Paul C. Knox, Simon P. Harding, Ruwanthi Kolamunnage-Dona, Gabriela Czanner
Spatial Modelling of Retinal Thickness in Images from Patients with Diabetic Macular Oedema. MIUA (2019)
Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. MICCAI (4) (2019)
Joshua Bridge, Simon P. Harding, Yalin Zheng
DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images. MIUA (2019)
Joshua Bridge, Simon P. Harding, Yitian Zhao, Yalin Zheng
Dictionary Learning Informed Deep Neural Network with Application to OCT Images. OMIA@MICCAI (2019)
Dongxu Gao, Numan Celik, Xiyin Wu, Bryan M. Williams, Amira Stylianides, Yalin Zheng
A Novel Deep Learning Based OCTA De-striping Method. MIUA (2019)
Baidaa Al-Bander, Theiab Alzahrani, Saeed Alzahrani, Bryan M. Williams, Yalin Zheng
Improving Fetal Head Contour Detection by Object Localisation with Deep Learning. MIUA (2019)
Xiyin Wu, Dongxu Gao, Bryan M. Williams, Amira Stylianides, Yalin Zheng, Zhong Jin
Joint Destriping and Segmentation of OCTA Images. MIUA (2019)
Xu Chen, Bryan M. Williams, Srinivasa R. Vallabhaneni, Gabriela Czanner, Rachel Williams, Yalin Zheng
Learning Active Contour Models for Medical Image Segmentation. CVPR (2019)
Harry Pratt, Bryan M. Williams, Jae Ku, Charles Vas, Emma McCann, Baidaa Al-Bander, Yitian Zhao, Frans Coenen, Yalin Zheng
Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography. J. Imaging 4 (1) (2018)
Ying Xu, Bryan M. Williams, Baidaa Al-Bander, Zheping Yan, Yaochun Shen, Yalin Zheng
Improving the Resolution of Retinal OCT with Deep Learning. MIUA (2018)
Baidaa Al-Bander, Waleed Al-Nuaimy, Bryan M. Williams, Yalin Zheng
Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc. Biomed. Signal Process. Control. 40 (2018)
Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. MICCAI (2) (2018)
Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter. IEEE Trans. Medical Imaging 37 (2) (2018)
Baidaa Al-Bander, Bryan M. Williams, Waleed Al-Nuaimy, Majid A. Al-Taee, Harry Pratt, Yalin Zheng
Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis. Symmetry 10 (4) (2018)
Jianyang Xie, Yitian Zhao, Yalin Zheng, Pan Su, Jiang Liu, Yongtian Wang
Retinal vascular topology estimation via dominant sets clustering. ISBI (2018)
Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu
Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. MICCAI (2) (2018)
Yitian Zhao, Pan Su, Jian Yang, Yifan Zhao, Yalin Zheng, Yongtian Wang
A compactness based saliency approach for leakages detection in fluorescein angiogram. Int. J. Mach. Learn. Cybern. 8 (6) (2017)
Harry Pratt, Bryan M. Williams, Jae Ku, Frans Coenen, Yalin Zheng
Automatic Detection and Identification of Retinal Vessel Junctions in Colour Fundus Photography. MIUA (2017)
Baidaa Al-Bander, Bryan M. Williams, Majid A. Al-Taee, Waleed Al-Nuaimy, Yalin Zheng
A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning. DeSE (2017)
Baidaa Al-Bander, Waleed Al-Nuaimy, Majid A. Al-Taee, Yalin Zheng
Automated glaucoma diagnosis using deep learning approach. SDD (2017)
Lingling Luo, Yitian Zhao, Jian Yang, Yalin Zheng, Siyuan Yang, Danni Ai, Yongtian Wang
Cerebral vascular enhancement using a weighted 3D symmetry filter. ISBI (2017)
Bryan M. Williams, Baidaa Al-Bander, Harry Pratt, Samuel Lawman, Yitian Zhao, Yalin Zheng, Yaochun Shen
Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images. FIFI/OMIA@MICCAI (2017)
Abdulrahman Albarrak, Frans Coenen, Yalin Zheng
Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration. Comput. Medical Imaging Graph. 55 (2017)
Yitian Zhao, Jingliang Zhao, Jian Yang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Likun Xia, Yongtian Wang
Saliency driven vasculature segmentation with infinite perimeter active contour model. Neurocomputing 259 (2017)
Yitian Zhao, Yalin Zheng, Yonghuai Liu, Jian Yang, Yifan Zhao, Duanduan Chen, Yongtian Wang
Intensity and Compactness Enabled Saliency Estimation for Leakage Detection in Diabetic and Malarial Retinopathy. IEEE Trans. Medical Imaging 36 (1) (2017)
Harry Pratt, Bryan M. Williams, Frans Coenen, Yalin Zheng
FCNN: Fourier Convolutional Neural Networks. ECML/PKDD (1) (2017)
Zhijun Gao, Wei Bu, Yalin Zheng, Xiangqian Wu
Automated layer segmentation of macular OCT images via graph-based SLIC superpixels and manifold ranking approach. Comput. Medical Imaging Graph. 55 (2017)
Yi Yang, Wei Bu, Kuanquan Wang, Yalin Zheng, Xiangqian Wu
Automated Artery-Vein Classification in Fundus Color Images. ICYCSEE (1) (2016)
Harry Pratt, Frans Coenen, Deborah M. Broadbent, Simon P. Harding, Yalin Zheng
Convolutional Neural Networks for Diabetic Retinopathy. MIUA (2016)
Zhijun Gao, Wei Bu, Xiangqian Wu, Yalin Zheng
Thickness measurements of ten intra-retinal layers from optical coherent tomography images using a super-pixels and manifold ranking approach. CISP-BMEI (2016)
Dominic Williams, Yalin Zheng, Pinakin Gunvant Davey, Fangjun Bao, Meixiao Shen, Ahmed Elsheikh
Reconstruction of 3D surface maps from anterior segment optical coherence tomography images using graph theory and genetic algorithms. Biomed. Signal Process. Control. 25 (2016)
Baidaa Al-Bander, Waleed Al-Nuaimy, Majid A. Al-Taee, Ali Al-Ataby, Yalin Zheng
Automatic Feature Learning Method for Detection of Retinal Landmarks. DeSE (2016)
Zhijun Gao, Wei Bu, Xiangqian Wu, Yalin Zheng
Intra-retinal layers segmentation of macular OCT images based on the graph optimal approach. CISP-BMEI (2016)
Jinke Zhang, Yaochun Shen, Yalin Zheng
The Application of Full-Field Optical Coherence Tomography on Evaluating Film Coating of Pharmaceutical Pellets. CIT/IUCC/DASC/PICom (2015)
Yitian Zhao, Lavdie Rada, Ke Chen, Simon P. Harding, Yalin Zheng
Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images. IEEE Trans. Medical Imaging 34 (9) (2015)
Abdulrahman Albarrak, Frans Coenen, Yalin Zheng
Dictionary Learning-Based Volumetric Image Classification for the Diagnosis of Age-Related Macular Degeneration. MLDM (2014)

Yalin Zheng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yalin Zheng