Yalin Zheng

Orcid: 0000-0002-7873-0922

According to our database1, Yalin Zheng authored at least 119 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment.
Medical Image Anal., 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
Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning.
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
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.
IEEE Trans. Medical Imaging, 2022

Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.
IEEE Trans. Medical Imaging, 2022

3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs.
CoRR, 2022

Counting with Adaptive Auxiliary Learning.
CoRR, 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

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2022

Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram.
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
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging, 2021

CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
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

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.
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

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deep Elastica For Image Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting.
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

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.
IEEE Trans. Medical Imaging, 2020

Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.
IEEE Trans. Medical Imaging, 2020

Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images.
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

Spatial Linear Mixed Effects Modelling for OCT Images: SLME Model.
J. Imaging, 2020

Learning Euler's Elastica Model for Medical Image Segmentation.
CoRR, 2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
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

CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Regression of Instance Boundary by Aggregated CNN and GCN.
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

Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Joint Destriping and Segmentation of OCTA Images.
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

A Novel Deep Learning Based OCTA De-striping Method.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

AI-Based Method for Detecting Retinal Haemorrhage in Eyes with Malarial Retinopathy.
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

Improving Fetal Head Contour Detection by Object Localisation with Deep Learning.
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

Dictionary Learning Informed Deep Neural Network with Application to OCT Images.
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

Learning Active Contour Models for Medical Image Segmentation.
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

Improving the Resolution of Retinal OCT with Deep Learning.
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

Retinal vascular topology estimation via dominant sets clustering.
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

FCNN: Fourier Convolutional Neural Networks.
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

Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Cerebral vascular enhancement using a weighted 3D symmetry filter.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning.
Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

Automated glaucoma diagnosis using deep learning approach.
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

Convolutional Neural Networks for Diabetic Retinopathy.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

Automated Artery-Vein Classification in Fundus Color Images.
Proceedings of the Social Computing, 2016

Automatic Feature Learning Method for Detection of Retinal Landmarks.
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
Hierarchical Detection of Hard Exudates in Color Retinal Images.
J. Softw., 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
Data mining techniques for the screening of age-related macular degeneration.
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

Time Series Case Based Reasoning for Image Categorisation.
Proceedings of the Case-Based Reasoning Research and Development, 2011

2010
Retinal Image Classification for the Screening of Age-Related Macular Degeneration.
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

Retinal image classification using a histogram based approach.
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

Learning from imbalanced data: a comparative study for colon CAD.
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

Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I).
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Pointwise Logic on Completely Distributive Lattices and Approximate Reasoning.
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
Fully automatic segmentation of liver from multiphase liver CT.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Similarity Mass and Approximate Reasoning.
Proceedings of the Fuzzy Information and Engineering, 2007

Knowledge Mass and Automatic Reasoning System in Similarity Logic C<sub>Q</sub>.
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
Type-I Topological Logic C<sup>1</sup><sub>I</sub> and Approximate Reasoning.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Type II Topological Logic C<sup>1</sup><sub>T</sub> and Approximate Reasoning.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
Automated segmentation of lumbar vertebrae in digital videofluoroscopic images.
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

Mamdanian logic.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2001
On stratiform L-fuzzy topologies and their application.
Fuzzy Sets Syst., 2001


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