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Machine Learning

Funding

H-Unique: In Search of Uniqueness – Harnessing Anatomical Hand Variation

ERC
Award Amount: £2,000,000
Project Start Date: 01/09/2019
Project End Date: 31/12/2024

By Bryan Williams, 6 yearsJanuary 1, 2019 ago
Abstract

Automated detection of corneal nerves using deep learning

Qi H, Borroni D, Liu R, Williams B, Beech M, Zhao Y, Ma B, Romano V, Alam U, Kaye SB, Zheng Y. Investigative Ophthalmology & Visual Science. 2018 Jul 13;59(9):5721-.

By Bryan Williams, 7 yearsJuly 13, 2018 ago
Journal Paper

Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis

Al-Bander B, Williams BM, Al-Nuaimy W, Al-Taee MA, Pratt H, Zheng Y. Symmetry. 2018 Mar 30;10(4):87.

By Bryan Williams, 7 yearsMarch 30, 2018 ago
Abstract

Imaging of Corneal Neovascularization: Optical Coherence Tomography Angiography and Fluorescence Angiography

Brunner M, Romano V, Steger B, Vinciguerra R, Lawman S, Williams B, Hicks N, Czanner G, Zheng Y, Willoughby CE, Kaye SB. Investigative Ophthalmology & Visual Science. 2018 Mar 1;59(3):1263-9.

By Bryan Williams, 7 yearsMarch 1, 2018 ago
Journal Paper

Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc

Al-Bander B, Al-Nuaimy W, Williams BM, Zheng Y. Biomedical Signal Processing and Control. 2018 Feb 1;40:91-101.

By Bryan Williams, 7 yearsFebruary 1, 2018 ago
Conference Paper

Improving the resolution of retinal OCT with deep learning

Xu Y, Williams BM, Al-Bander B, Yan Z, Shen YC, Zheng Y. In Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018, Southampton, UK, July 9-11, 2018, Proceedings 22 2018 (pp. 325-332). Springer International Publishing.

By Bryan Williams, 7 yearsJanuary 1, 2018 ago
Journal Paper

Automatic detection and distinction of retinal vessel bifurcations and crossings in colour fundus photography

Pratt H, Williams BM, Ku JY, Vas C, McCann E, Al-Bander B, Zhao Y, Coenen F, Zheng Y. Journal of Imaging. 2017 Dec 22;4(1):4.

By Bryan Williams, 7 yearsDecember 22, 2017 ago
Conference Paper

FCNN: Fourier convolutional neural networks

Pratt H, Williams B, Coenen F, Zheng Y. In Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I 17 2017 (pp. 786-798). Springer International Publishing.

By Bryan Williams, 8 yearsSeptember 22, 2017 ago
Conference Paper

Automatic detection and identification of retinal vessel junctions in colour fundus photography

Pratt H, Williams BM, Ku J, Coenen F, Zheng Y. In Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings 21 2017 (pp. 27-37). Springer International Publishing.

By Bryan Williams, 8 yearsJuly 13, 2017 ago
Conference Paper

A novel choroid segmentation method for retinal diagnosis using deep learning

Al-Bander B, Williams BM, Al-Taee MA, Al-Nuaimy W, Zheng Y. In 2017 10th International Conference on Developments in eSystems Engineering (DeSE) 2017 Jun 14 (pp. 182-187). IEEE.

By Bryan Williams, 8 yearsJune 14, 2017 ago

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