Tien Yin Wong

npj Digit. Medicine, 2021

2020

Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy.

[BibT_eX]

[DOI]

Michelle Yuen Ting Yip

Charumathi Sabanayagam

npj Digit. Medicine, 2020

Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study.

[BibT_eX]

[DOI]

Daniel S. W. Ting

Carol Yim-lui Cheung

Quang Duc Nguyen

Charumathi Sabanayagam

npj Digit. Medicine, 2019

Color fundus image registration techniques and applications for automated analysis of diabetic retinopathy progression: A review.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Building Trust in Deep Learning System towards Automated Disease Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Ocular disease detection from multiple informatics domains.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Retinal Artery and Vein Classification for Automatic Vessel Caliber Grading.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning.

[BibT_eX]

[DOI]

Michelle Yuen Ting Yip

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs.

[BibT_eX]

[DOI]

Valentina Bellemo

Michelle Yuen Ting Yip

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017

Biometric authentication system using retinal vessel pattern and geometric hashing.

[BibT_eX]

[DOI]

Yogesan Kanagasingam

IET Biom., 2017

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2017

An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2017

2016

A novel computer aided quantification method of focal arteriolar narrowing using colour retinal image.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Classification of SD-OCT volumes for DME detection: an anomaly detection approach.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Classifying DME vs normal SD-OCT volumes: A review.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning.

[BibT_eX]

[DOI]

Xinting Gao

Stephen Lin

IEEE Trans. Biomed. Eng., 2015

Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field.

[BibT_eX]

[DOI]

Walter P. Abhayaratna

Elsdon Storey

Comput. Medical Imaging Graph., 2015

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Red lesion detection in retinal fundus images using Frangi-based filters.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A survey on computer aided diagnosis for ocular diseases.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2014

Retinal artery and venular caliber grading: A semi-automated evaluation tool.

[BibT_eX]

[DOI]

Yogesan Kanagasingam

Comput. Biol. Medicine, 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-scale superpixel classification for optic cup localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automated Segmentation of White Matter Lesions Using Global Neighbourhood Given Contrast Feature-Based Random Forest and Markov Random Field.

[BibT_eX]

[DOI]

Walter P. Abhayaratna

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Local patch reconstruction framework for optic cup localization in glaucoma detection.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening.

[BibT_eX]

[DOI]

Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014

2013

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

An Automated Method for Retinal Arteriovenous Nicking Quantification From Color Fundus Images.

[BibT_eX]

[DOI]

Uyen T. V. Nguyen

Laurence Anthony F. Park

IEEE Trans. Biomed. Eng., 2013

Simultaneously Identifying All True Vessels From Segmented Retinal Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Retinal artery-vein caliber grading using color fundus imaging.

[BibT_eX]

[DOI]

Ecosse Lamoureux

Comput. Methods Programs Biomed., 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Superpixel Classification Based Optic Cup Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Optic disk localization by a robust fusion method.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Domain prior based superpixel propagation for optic cup localization.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic notch detection in retinal images.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic detection of retinal vascular landmark features for colour fundus image matching and patient longitudinal study.

[BibT_eX]

[DOI]

Uyen T. V. Nguyen

Laurence Anthony F. Park

Proceedings of the IEEE International Conference on Image Processing, 2013

Automated quantification of retinal arteriovenous nicking from colour fundus images.

[BibT_eX]

[DOI]

Uyen T. V. Nguyen

Laurence Anthony F. Park

Narayanaswamy Venketasubramanian

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Self-assessment for optic disc segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Multi-stage segmentation of white matter hyperintensity, cortical and lacunar infarcts.

[BibT_eX]

[DOI]

Christopher Chen

Anqi Qiu

NeuroImage, 2012

Automated Analysis of Retinal Vascular Tortuosity on Color Retinal Images.

[BibT_eX]

[DOI]

Baikunth Nath

J. Medical Syst., 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Automatic detection of the optic cup using vessel kinking in digital retinal fundus images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mayuri Bhargava

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Peripapillary atrophy detection by biologically inspired feature.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Early age-related macular degeneration detection by focal biologically inspired feature.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Sector-based optic cup segmentation with intensity and blood vessel priors.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aloysius Wishnu Aryaputera

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.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic pterygium detection on cornea images to enhance computer-aided cortical cataract grading system.

[BibT_eX]

[DOI]

Xinting Gao

Damon Wing Kee Wong

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic localization of retinal landmarks.

[BibT_eX]

[DOI]

Mohd Zulfaezal Che Azemin

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of CBMS 2012, 2012

Automatic Grading of Cortical and PSC Cataracts Using Retroillumination Lens Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

Superpixel Classification Based Optic Disc Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

2011

A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Robust Methodology for Fractal Analysis of the Retinal Vasculature.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Retinal Image Matching Using Hierarchical Vascular Features.

[BibT_eX]

[DOI]

Ecosse Lamoureux

Baikunth Nath

Comput. Intell. Neurosci., 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Focal Biologically Inspired Feature for Glaucoma Type Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Computer-aided cataract detection using enhanced texture features on retro-illumination lens images.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

MRMR optimized classification for automatic glaucoma diagnosis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic glaucoma diagnosis from fundus image.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic detection of cortical and PSC cataracts using texture and intensity analysis on retro-illumination lens images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Focal edge association to glaucoma diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

An Automated Method for Retinal Image Matching using Vascular Features.

[BibT_eX]

Baikunth Nath

Proceedings of the BIOSIGNALS 2011, 2011

A New and Efficient Vessel Segmentation Method from Color Retinal Images.

[BibT_eX]

Ecosse Lamoureux

Christopher Kai-shun Leung

Proceedings of the BIOSIGNALS 2011, 2011

2010

Automated Layer Segmentation of Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

A Computer-Aided Diagnosis System of Nuclear Cataract.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

Automatic optic disc segmentation based on image brightness and contrast.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Enhancement of optic cup detection through an improved vessel kink detection framework.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Classification of left and right eye retinal images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automatic classification of pathological myopia in retinal fundus images using PAMELA.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Vessel Segmentation from Color Retinal Images with Varying Contrast and Central Reflex Properties.

[BibT_eX]

[DOI]