Tin Aung

Affiliations:
  • Singapore Eye Research Institute (SERI), Singapore
  • National University of Singapore, Yong Loo Lin School of Medicine, Singapore


According to our database1, Tin Aung authored at least 55 papers between 2011 and 2022.

Collaborative distances:

Timeline

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Bibliography

2022
AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing.
CoRR, 2022

AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing.
CoRR, 2022

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma.
CoRR, 2022

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma.
CoRR, 2022

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis.
CoRR, 2022

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis.
CoRR, 2022

2021
3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen.
CoRR, 2021

The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker.
CoRR, 2021

The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker.
CoRR, 2021

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

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence.
CoRR, 2020

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence.
CoRR, 2020

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head.
CoRR, 2020

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head.
CoRR, 2020

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning.
CoRR, 2020

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning.
CoRR, 2020

Automated circumpapillary retinal nerve fiber layer segmentation in high-resolution swept-source OCT.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images.
CoRR, 2019

DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images.
CoRR, 2019

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

2018
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head.
CoRR, 2018

A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head.
CoRR, 2018

DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images.
CoRR, 2018

DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images.
CoRR, 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

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

Cerebral neural correlates of differential melanopic photic stimulation in humans.
NeuroImage, 2017

A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head.
CoRR, 2017

A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head.
CoRR, 2017

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

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

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

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

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

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

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

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

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 measurements of choroidal thickness in EDI-OCT images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic measurements of choroidal thickness in EDI-OCT images.
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

2011
Automatic Anterior Chamber Angle Assessment for HD-OCT Images.
IEEE Trans. Biomed. Eng., 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 glaucoma diagnosis from fundus image.
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


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