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.
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.
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.
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.
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.
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.
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.
Abstract
Computer aided diagnosis of age-related macular degeneration in 3D OCT images by deep learning
Zheng Y, Williams BM, Pratt H, Al-Bander B, Wu X, Zhao Y. Investigative Ophthalmology & Visual Science. 2017 Jun 23;58(8):824-.
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.
Conference Poster
Automatic Segmentation of the Choroid in EDI-OCT Images using Clustering and Deep Learning
Zheng Y, Al-Bander B, Williams BM. 2017.