David H. Steel

According to our database, David H. Steel authored at least 15 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Uncertainty-aware regression model to predict post-operative visual acuity in patients with macular holes.

Burak Kucukgoz, Ke Zou, Declan C. Murphy, David H. Steel, Boguslaw Obara, Huazhu Fu

Comput. Medical Imaging Graph., 2025

2024

Deep Learning Using Preoperative Optical Coherence Tomography Images to Predict Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes.

Burak Kucukgoz, Muhammed Mutlu Yapici, Declan C. Murphy, Emma Spowart, David H. Steel, Boguslaw Obara

IEEE Access, 2024

2023

Evaluation of 2D and 3D Deep Learning Approaches For Predicting Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes In Spectral Domain Optical Coherence Tomography Images.

Burak Kucukgoz, Muhammed Mutlu Yapici, David H. Steel, Boguslaw Obara

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

2022

Benchmarking automated detection of the retinal external limiting membrane in a 3D spectral domain optical coherence tomography image dataset of full thickness macular holes.

Vivek Kumar Singh, Burak Kucukgoz, Declan C. Murphy, Xiaofan Xiong, David H. Steel, Boguslaw Obara

Comput. Biol. Medicine, 2022

2021

Robust 3D U-Net Segmentation of Macular Holes.

Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020

Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures.

Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2018

Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes.

Amar Vijai Nasrulloh, Chris G. Willcocks, Philip T. G. Jackson, Caspar Geenen, Maged Habib, David H. Steel, Boguslaw Obara

IEEE Trans. Medical Imaging, 2018

2011

Automated diagnosis of referable maculopathy in diabetic retinopathy screening.

Andrew Hunter, James A. Lowell, Bob Ryder, Ansu Basu, David H. Steel

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

An automated retinal image quality grading algorithm.

Andrew Hunter, James A. Lowell, Maged Habib, Bob Ryder, Ansu Basu, David H. Steel

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

2010

Automated analysis of retinal vascular network connectivity.

Bashir Al-Diri, Andrew Hunter, David H. Steel, Maged Habib

Comput. Medical Imaging Graph., 2010

2009

An Active Contour Model for Segmenting and Measuring Retinal Vessels.

Bashir Al-Diri, Andrew Hunter, David H. Steel

IEEE Trans. Medical Imaging, 2009

Lesion Boundary Segmentation using Level Set Methods.

Elizabeth M. Massey, James Lowell, Andrew Hunter, David H. Steel

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008

Joining retinal vessel segments.

Bashir Al-Diri, Andrew Hunter, David H. Steel, Maged Habib

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2004

Measurement of retinal vessel widths from fundus images based on 2-D modeling.

James Lowell, Andrew Hunter, David H. Steel, Ansu Basu, Robert Ryder, Richard Lee Kennedy

IEEE Trans. Medical Imaging, 2004

Optic nerve head segmentation.

James Lowell, Andrew Hunter, David H. Steel, Ansu Basu, Robert Ryder, Eric Fletcher, Lee Kennedy

IEEE Trans. Medical Imaging, 2004