Journal Paper
Learning the features of diabetic retinopathy with convolutional neural networks
Pratt H, Williams BM, Broadbent D, Harding SP, Coenen F, Zheng Y. European Journal of Ophthalmology. 2019 May 16;29(3):NP15-6.
Journal Paper
Sub-surface imaging of soiled cotton fabric using full-field optical coherence tomography
Zhang Z, Ikpatt U, Lawman S, Williams B, Zheng Y, Lin H, Shen Y. Optics Express. 2019 May 13;27(10):13951-64.
Journal Paper
Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile
MacCormick IJ, Williams BM, Zheng Y, Li K, Al-Bander B, Czanner S, Cheeseman R, Willoughby CE, Brown EN, Spaeth GL, Czanner G. PloS one. 2019 Jan 10;14(1):e0209409.
Book Chapter
Drusen and macular degeneration
Williams BM, Burgess PI, Zheng Y. In Computational Retinal Image Analysis 2019 Jan 1 (pp. 245-272). Academic Press.
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-.
Abstract
Building a validated in vivo confocal microscopy (IVCM) dataset for the study of corneal nerves
Borroni D, Beech M, Williams B, Liu R, Zhao Y, Ma B, Romano V, Alam U, Qi H, Kaye SB, Zheng Y. Investigative Ophthalmology & Visual Science. 2018 Jul 13;59(9):5719-.
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.