Jiang Liu

Affiliations:
  • Southern University of Science and Technology, Department of Computer Science, Shenzhen, China
  • Chinese Academy of Sciences, Ningbo Institute of Industrial Technology / Cixi Institute of Biomedical Engineering, China (2016 - 2019)
  • Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore (2007 - 2016)
  • National University of Singapore, Singapore (former)


According to our database1, Jiang Liu authored at least 235 papers between 2003 and 2022.

Collaborative distances:

Timeline

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Bibliography

2022
Memorizing Structure-Texture Correspondence for Image Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images.
IEEE Trans. Medical Imaging, 2022

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.
IEEE Trans. Medical Imaging, 2022

An Annotation-Free Restoration Network for Cataractous Fundus Images.
IEEE Trans. Medical Imaging, 2022

Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT.
IEEE Trans. Medical Imaging, 2022

AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data.
IEEE Trans. Computational Imaging, 2022

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis.
Medical Image Anal., 2022

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.
Knowl. Based Syst., 2022

Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.
J. Biomed. Informatics, 2022

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey.
Int. J. Autom. Comput., 2022

Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images.
Health Inf. Sci. Syst., 2022

FGAM: A pluggable light-weight attention module for medical image segmentation.
Comput. Biol. Medicine, 2022

A Novel Multi-Focus Fusion Network for Retinal Microsurgery.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Factorized Convolution with Spectral Normalization for Fundus Screening.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Unified Named Entity Recognition as Word-Word Relation Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Structure and Illumination Constrained GAN for Medical Image Enhancement.
IEEE Trans. Medical Imaging, 2021

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging, 2021

Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval.
IEEE J. Biomed. Health Informatics, 2021

CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
Medical Image Anal., 2021

Angle-closure assessment in anterior segment OCT images via deep learning.
Medical Image Anal., 2021

Deep triplet hashing network for case-based medical image retrieval.
Medical Image Anal., 2021

Deep level set learning for optic disc and cup segmentation.
Neurocomputing, 2021

A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation.
CoRR, 2021

Weighing features of lung and heart regions for thoracic disease classification.
BMC Medical Imaging, 2021

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 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

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

Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Cultural Heritage Preservation using Multimedia and AI.
Proceedings of the 17th International Conference on Digital Preservation, 2021

Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Gated Channel Attention Network for Cataract Classification on AS-OCT Image.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval.
Proceedings of the ICCCV 2021: 4th International Conference on Control and Computer Vision, Macau, SAR, China, August 13, 2021

Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation.
Proceedings of the ICCCV 2021: 4th International Conference on Control and Computer Vision, Macau, SAR, China, August 13, 2021

Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach.
Proceedings of the IEEE Frontiers in Education Conference, 2021

Surgical instrument segmentation based on multi-scale and multi-level feature network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

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, 2020

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

Noise Adaptation Generative Adversarial Network for Medical Image Analysis.
IEEE Trans. Medical Imaging, 2020

Dense Dilated Network With Probability Regularized Walk for Vessel Detection.
IEEE Trans. Medical Imaging, 2020

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis".
IEEE Trans. Medical Imaging, 2020

Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning.
IEEE J. Biomed. Health Informatics, 2020

Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network.
IEEE Trans. Cybern., 2020

JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation.
IEEE Trans. Biomed. Eng., 2020

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey.
CoRR, 2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
CoRR, 2020

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences.
CoRR, 2020

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
CoRR, 2020

Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation.
Artif. Intell. Medicine, 2020

A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity.
IEEE Access, 2020

A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 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

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

Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Open-Set OCT Image Recognition with Synthetic Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19.
Proceedings of the Intelligent Computing Theories and Application, 2020

Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

An Efficient Lens Structures Segmentation Method on AS-OCT Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images.
Proceedings of the Computer Vision - ECCV 2020, 2020

Attention-based Saliency Hashing for Ophthalmic Image Retrieval.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2019

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images.
CoRR, 2019

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network.
CoRR, 2019

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

Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Network Pruning for OCT Image Classification.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 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

The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 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

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Evaluation of Retinal Image Quality Assessment Networks in Different Color-Spaces.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

On the Application of Preaggregation Functions to Fuzzy Pattern Tree.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Conditional Adversarial Transfer for Glaucoma Diagnosis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Hybrid Neural Network for Photoacoustic Imaging Reconstruction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Glaucoma Detection Based on Deep Learning Network in Fundus Image.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter.
IEEE Trans. Medical Imaging, 2018

Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image.
IEEE Trans. Medical Imaging, 2018

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation.
IEEE Trans. Medical Imaging, 2018

Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis.
IEEE Trans. Medical Imaging, 2018

Learning supervised descent directions for optic disc segmentation.
Neurocomputing, 2018

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang.
CoRR, 2018

Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis.
CoRR, 2018

A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor.
Complex., 2018

Fundus Image Quality-Guided Diabetic Retinopathy Grading.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 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

Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Large-Scale Left and Right Eye Classification in Retinal Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Ocular disease detection from multiple informatics domains.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Retinal vascular topology estimation via dominant sets clustering.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT.
IEEE Trans. Medical Imaging, 2017

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels.
Comput. Methods Programs Biomed., 2017

Preface.
Comput. Medical Imaging Graph., 2017

Optic Disc Detection via Deep Learning in Fundus Images.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Retinal Image Quality Classification Using Fine-Tuned CNN.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Image quality classification for DR screening using deep learning.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Glaucoma classification from retina optical coherence tomography angiogram.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction.
IEEE Trans. Medical Imaging, 2016

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Retinal vessel segmentation via deep learning network and fully-connected conditional random fields.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automated in vivo 3D high-definition optical coherence tomography skin analysis system.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automated basal cell carcinoma detection in high-definition optical coherence tomography.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Integrating holistic and local deep features for glaucoma classification.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.
IEEE Trans. Biomed. Eng., 2015

Sparse Dissimilarity-Constrained Coding for Glaucoma Screening.
IEEE Trans. Biomed. Eng., 2015

Robust multi-scale superpixel classification for optic cup localization.
Comput. Medical Imaging Graph., 2015

A Robust Outlier Elimination Approach for Multimodal Retina Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Using deep learning for robustness to parapapillary atrophy in optic disc segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Retina verification using a combined points and edges approach.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A cloud-based system for automatic glaucoma screening.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Red lesion detection in retinal fundus images using Frangi-based filters.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An augmented reality assistance platform for eye laser surgery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Epidermal segmentation in high-definition optical coherence tomography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multiple ocular diseases detection based on joint sparse multi-task learning.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Glaucoma detection based on deep convolutional neural network.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Skin surface topographic assessment using in vivo high-definition optical coherence tomography.
Proceedings of the 10th International Conference on Information, 2015

Graph based lumen segmentation in optical coherence tomography images.
Proceedings of the 10th International Conference on Information, 2015

2014
A survey on computer aided diagnosis for ocular diseases.
BMC Medical Informatics Decis. Mak., 2014

Robotic learning of motion using demonstrations and statistical models for surgical simulation.
Int. J. Comput. Assist. Radiol. Surg., 2014

Growcut-based drusen segmentation for age-related macular degeneration detection.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-scale superpixel classification for optic cup localization.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Local patch reconstruction framework for optic cup localization in glaucoma detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Geometric corner extraction in retinal fundus images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening.
Proceedings of the Computer Vision - ACCV 2014, 2014

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Frontiers of Intelligent Autonomous Systems, 2013

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Medical Imaging, 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.
J. Am. Medical Informatics Assoc., 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Modeling and Simulation of Soft Tissue Deformation.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Superpixel Classification Based Optic Cup Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Optic disk localization by a robust fusion method.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

THALIA - An automatic hierarchical analysis system to detect drusen lesion images for amd assessment.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Domain prior based superpixel propagation for optic cup localization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic notch detection in retinal images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automated anterior chamber angle localization and glaucoma type classification in OCT images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Self-assessment for optic disc segmentation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.
IEEE Trans. Medical Imaging, 2012

Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach.
Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty).
BMC Medical Imaging, 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Automatic detection of the optic cup using vessel kinking in digital retinal fundus images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Peripapillary atrophy detection by biologically inspired feature.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Early age-related macular degeneration detection by focal biologically inspired feature.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Intelligent Autonomous Systems 12, 2012

Sector-based optic cup segmentation with intensity and blood vessel priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Efficient optic cup localization using regional propagation based on retinal structure priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic detection of the macula in retinal fundus images using seeded mode tracking approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic localization of retinal landmarks.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Superpixel classification for initialization in model based optic disc segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis.
Proceedings of CBMS 2012, 2012

Superpixel Classification Based Optic Disc Segmentation.
Proceedings of the Computer Vision, 2012

2011
A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.
IEEE Trans. Medical Imaging, 2011

3D shape decomposition and comparison for gallbladder modeling.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Focal Biologically Inspired Feature for Glaucoma Type Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

MRMR optimized classification for automatic glaucoma diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Model-based optic nerve head segmentation on retinal fundus images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A hybrid framework for genome wide epistasis discovery.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic optic disc segmentation with peripapillary atrophy elimination.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Focal edge association to glaucoma diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Automatic Area Classification in Peripheral Blood Smears.
IEEE Trans. Biomed. Eng., 2010

Automated Layer Segmentation of Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng., 2010

A Computer-Aided Diagnosis System of Nuclear Cataract.
IEEE Trans. Biomed. Eng., 2010

Automatic optic disc segmentation based on image brightness and contrast.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Enhancement of optic cup detection through an improved vessel kink detection framework.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Classification of left and right eye retinal images.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automatic classification of pathological myopia in retinal fundus images using PAMELA.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Feature Based Non-rigid Registration Using Quaternion Subdivision.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Automatic cell classification and population estimation in blastocystis autophagy images.
Proceedings of the International Conference on Image Processing, 2010

2009
A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images.
Proceedings of the International Conference on Image Processing, 2009

Photometric correction of retinal images by polynomial interpolation.
Proceedings of the International Conference on Image Processing, 2009

Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Cell Clumping Quantification and Automatic Area Classification in Peripheral Blood Smear Images.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Computerized Systems for Cataract Grading.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
CALM: cascading system with leaking detection mechanism for medical image segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Image based grading of nuclear cataract by SVM regression.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Automatic working area classification in peripheral blood smears using spatial distribution features across scales.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic opacity detection in retro-illumination images for cortical cataract diagnosis.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2006
A Hybrid Approach using Set Theory (HAST) for Magnetic Resonance (MR) Image Segmentation.
Proceedings of the Pattern Recognition in Information Systems, 2006

A Set-based Hybrid Approach (SHA) for MRI Segmentation.
Proceedings of the Ninth International Conference on Control, 2006

Set-based Cascading Approaches for Magnetic Resonance (MR) Image Segmentation (SCAMIS).
Proceedings of the AMIA 2006, 2006

2004
Robust Face Detection in Airports.
EURASIP J. Adv. Signal Process., 2004

2003
Boosting Face Identification in Airports.
Proceedings of the IJCAI-03, 2003

S-AdaBoost and Pattern Detection in Complex Environment.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003


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