Yalin Zheng
Orcid: 0000-0002-7873-0922
According to our database1,
Yalin Zheng
authored at least 117 papers
between 2001 and 2024.
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Bibliography
2024
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Intell. Transp. Syst., March, 2023
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks.
IEEE Trans. Medical Imaging, February, 2023
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation.
IEEE Trans. Multim., 2023
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning.
Medical Image Anal., 2023
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Medical Imaging, 2022
IEEE Trans. Medical Imaging, 2022
Machine learning-based predictions of dietary restriction associations across ageing-related genes.
BMC Bioinform., 2022
Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor.
Proceedings of the Artificial Intelligence XXXIX, 2022
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net.
Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Medical Imaging, 2021
Medical Image Anal., 2021
Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification.
Proceedings of the Artificial Intelligence XXXVIII, 2021
End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
A regularization term for slide correlation reduction in whole slide image analysis with deep learning.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2021
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.
IEEE Trans. Medical Imaging, 2020
IEEE J. Biomed. Health Informatics, 2020
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models.
IEEE J. Biomed. Health Informatics, 2020
CoRR, 2020
Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images.
CoRR, 2020
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
M optimal routes hops strategy: detecting sinkhole attacks in wireless sensor networks.
Clust. Comput., 2019
Spatial Modelling of Retinal Thickness in Images from Patients with Diabetic Macular Oedema.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Deep Vectorization Convolutional Neural Networks for Denoising in Mammogram Using Enhanced Image.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter.
IEEE Trans. Medical Imaging, 2018
Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis.
Symmetry, 2018
Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography.
J. Imaging, 2018
Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc.
Biomed. Signal Process. Control., 2018
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Intensity and Compactness Enabled Saliency Estimation for Leakage Detection in Diabetic and Malarial Retinopathy.
IEEE Trans. Medical Imaging, 2017
A compactness based saliency approach for leakages detection in fluorescein angiogram.
Int. J. Mach. Learn. Cybern., 2017
Saliency driven vasculature segmentation with infinite perimeter active contour model.
Neurocomputing, 2017
Automated layer segmentation of macular OCT images via graph-based SLIC superpixels and manifold ranking approach.
Comput. Medical Imaging Graph., 2017
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., 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Automatic Detection and Identification of Retinal Vessel Junctions in Colour Fundus Photography.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017
Proceedings of the 14th International Multi-Conference on Systems, 2017
2016
Reconstruction of 3D surface maps from anterior segment optical coherence tomography images using graph theory and genetic algorithms.
Biomed. Signal Process. Control., 2016
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Proceedings of the Social Computing, 2016
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
Thickness measurements of ten intra-retinal layers from optical coherent tomography images using a super-pixels and manifold ranking approach.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
Intra-retinal layers segmentation of macular OCT images based on the graph optimal approach.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
2015
Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images.
IEEE Trans. Medical Imaging, 2015
The Application of Full-Field Optical Coherence Tomography on Evaluating Film Coating of Pharmaceutical Pellets.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
Dictionary Learning-Based Volumetric Image Classification for the Diagnosis of Age-Related Macular Degeneration.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014
2013
A general model for multiphase texture segmentation and its applications to retinal image analysis.
Biomed. Signal Process. Control., 2013
Automated segmentation of the choroid in retinal optical coherence tomography images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classification of volumetric retinal images using overlapping decomposition and tree analysis.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Knowl. Based Syst., 2012
2011
Image Classification for Age-related Macular Degeneration Screening Using Hierarchical Image Decompositions and Graph Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Case-Based Reasoning Research and Development, 2011
2010
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010
Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
Equivalence Knowledge Cumularspharolith and Multiple Approximate Reasoning in R - Logic CR.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2008
Simultaneous feature selection and classification based on genetic algorithms: an application to colonic polyp detection.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Reduction of false positives by extracting fuzzy rules from data for polyp detection in CTC scans.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
Approximate Knowledge Mass and Extended Automation Reasoning System in Type II Topological Logic.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Fuzzy Information and Engineering, 2007
Proceedings of the Fuzzy Information and Engineering, 2007
Knowledge Mass and Multiple Approximate Reasoning in Type I Topological Logic C<sup>1</sup> <sub>T</sub>.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Knowledge Mass and Automation Reasoning System in Type II Topological Logic C<sub>T</sub> <sup>II</sup>.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
2004
IEEE Trans. Medical Imaging, 2004
Alignment of dynamic contrast-enhanced MR volumes of the breast for a multicenter trial: an exemplar grid application.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
2001