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.
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.