David F. Garway-Heath

Orcid: 0000-0001-8754-3902

According to our database1, David F. Garway-Heath authored at least 18 papers between 2003 and 2021.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
Trail-Traced Threshold Test (T4) With a Weighted Binomial Distribution for a Psychophysical Test.
IEEE J. Biomed. Health Informatics, 2021

Improving statistical power of glaucoma clinical trials using an ensemble of cyclical generative adversarial networks.
Medical Image Anal., 2021

2020
Bio-inspired Attentive Segmentation of Retinal OCT Imaging.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

2019
Enhancing OCT Signal by Fusion of GANs: Improving Statistical Power of Glaucoma Clinical Trials.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Gabor Fusion Master Slave Optical Coherence Tomography.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

2017
Reprint of "Updating Markov models to integrate cross-sectional and longitudinal studies".
Artif. Intell. Medicine, 2017

Updating Markov models to integrate cross-sectional and longitudinal studies.
Artif. Intell. Medicine, 2017

2014
Exploring Early Glaucoma and the Visual Field Test: Classification and Clustering Using Bayesian Networks.
IEEE J. Biomed. Health Informatics, 2014

Improving predictive models of glaucoma severity by incorporating quality indicators.
Artif. Intell. Medicine, 2014

2013
The appropriateness of luminance vs. energy as a descriptor of CRT stimulus output when measuring the temporal aspects of vision.
Proceedings of the ACM Symposium on Applied Perception 2013, 2013

2011
Ensembles of Bayesian Network Classifiers Using Glaucoma Data and Expertise.
Proceedings of the Ensembles in Machine Learning Applications, 2011

Aligning Scan Acquisition Circles in Optical Coherence Tomography Images of The Retinal Nerve Fibre Layer.
IEEE Trans. Medical Imaging, 2011

The Dynamic Stage Bayesian Network: Identifying and Modelling Key Stages in a Temporal Process.
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

2010
The pseudotemporal bootstrap for predicting glaucoma from cross-sectional visual field data.
IEEE Trans. Inf. Technol. Biomed., 2010

2007
An improved restricted growth function genetic algorithm for the consensus clustering of retinal nerve fibre data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006
Optic nerve atrophy and retinal nerve fibre layer thinning following optic neuritis: Evidence that axonal loss is a substrate of MRI-detected atrophy.
NeuroImage, 2006

2005
A spatio-temporal Bayesian network classifier for understanding visual field deterioration.
Artif. Intell. Medicine, 2005

2003
Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data.
Proceedings of the Genetic and Evolutionary Computation, 2003


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