Journal Paper
Automated Diagnosis of Fundus Camera Images for Diabetic Retinopathy for Treatment Referral
Coenen FP, Pratt H, Zheng Y, Harding S, Williams B, Broadbent D. European Journal of Ophthalmology. 2018 May 30.
Journal Paper
CVS role of TRPV: from single channels to HRV assessment with Artificial Intelligence
O’Brien F, Williams BM, Pratt HM, Barrett‐Jolley R. The FASEB Journal. 2018 Apr;32:732-6.
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.
Conference Paper
Supercontinuum ultra-high resolution line-field OCT; experimental spectrograph comparison and comparison with current clinical OCT systems by the imaging of a human cornea
Lawman S, Romano V, Madden PW, Mason S, Williams BM, Zheng Y, Shen YC. In 2nd Canterbury Conference on OCT with Emphasis on Broadband Optical Sources 2018 Mar 5 (Vol. 10591, pp. 22-29). SPIE.
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.
Journal Paper
Deformation velocity imaging using optical coherence tomography and its applications to the cornea
Lawman S, Madden PW, Romano V, Dong Y, Mason S, Williams BM, Kaye SB, Willoughby CE, Harding SP, Shen YC, Zheng Y. Biomedical optics express. 2017 Dec 1;8(12):5579-93.
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.