Select Publications
Conference Papers
2023, 'RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation', in Advances in Neural Information Processing Systems
,2021, 'Static automated perimetry using a new head-mounted virtual reality platform, Virtual Field, compared with the Humphrey Field Analyzer in glaucoma and optic nerve disease', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000690761600603&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2021, 'Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647154
,2019, 'Analysis of OCT images to optimize glaucoma diagnosis', in Optics InfoBase Conference Papers, http://dx.doi.org/10.1364/ISA.2019.ITh2B.2
,2018, 'Automated analysis of optic nerve head changes in patients with glaucoma', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, http://dx.doi.org/10.26190/unsworks/28173
,2018, 'Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Houston, Texas, United States, presented at SPIE Medical Imaging 2018, Houston, Texas, United States, 10 February 2018 - 15 February 2018, http://dx.doi.org/10.1117/12.2293434
,2017, 'Referral pathways for non-urgent macular disease', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, MD, Baltimore, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), MD, Baltimore, 07 May 2017 - 11 May 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000432176304395&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2017, 'Automatic detection of diabetic retinopathy features in ultra-wide field retinal images', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, SPIE, Orlando, Florida, United States, presented at SPIE Medical Imaging, 2017, Orlando, Florida, United States, 13 February 2017 - 16 February 2017, http://dx.doi.org/10.1117/12.2253980
,2014, 'A Paradigm Shift in Visual Field Testing Using White-on-White Standard Automated Perimetry (SAP)', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000433203503225&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2014, 'Spatial Summation Across the Visual Field: Implications for Visual Field Testing', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000433205505133&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2005, 'Excitation mapping with the organic cation AGB2+', in Vision Research, pp. 3454 - 3468, http://dx.doi.org/10.1016/j.visres.2005.07.025
,Conference Presentations
2019, 'anterior segment optical coherence tomography describe gonioscopic features as a continuum of change? Implications for the clinic and artificial intelligence', presented at American Academy of Optometry Annual Meeting, Orlando, FL, 23 October 2019
,2019, 'Which clinical factors are driving paradigm shifts in glaucoma diagnosis? A review of a glaucoma clinic records between 2015 and 2018.', presented at American Academy of Optometry Annual Meeting, Orlando, FL, 23 October 2019
,2019, 'Comparison of SITA-Faster and SITA-Standard in a clinical cohort of normal subjects, glaucoma suspects and patients with glaucoma', presented at World Glaucoma Congress, Melbourne, Australia, 27 March 2019
,2018, 'Towards a Telemedicine Model for Narrow and Closed Angle Glaucoma Patients: Studies in Goniophotography and Anterior-Segment Optical Coherence Tomography', presented at American Academy of Optometry Annual Meeting, San Antonio, TX, 07 November 2018
,2018, 'Structure-function in ocular disease using different psychophysical procedures', presented at International Visual Field Imaging Symposium, Kanazawa, Japan, 09 May 2018
,Conference Abstracts
2023, 'High-density OCT Analysis Detects Photoreceptor Thinning Prior to Hydroxychloroquine Retinal Toxicity Diagnosis', in High-density OCT Analysis Detects Photoreceptor Thinning Prior to Hydroxychloroquine Retinal Toxicity Diagnosis, presented at ARVO, https://iovs.arvojournals.org/article.aspx?articleid=2789893
,2021, 'Age-related changes in the perception of self-motion and presence in virtual reality', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, Vol. 62, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000690760500516&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2021, 'Applying cluster analysis to macular OCTs for prediction of visual field defects in glaucoma', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, Vol. 62, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000690761600592&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2021, 'Location-specific patterns of inner retinal thinning in intermediate Age-related Macular Degeneration', in ARVO Annual Meeting Abstract, presented at ARVO Annual Meeting Abstract
,2020, 'A combined convolutional and recurrent neural network applied to fundus videos markedly enhances glaucoma detection', in Investigative Ophthalmology and Visual Science vol 61(9), Association for Research in Vision and Ophthalmology, presented at ARVO
,2020, 'Development of a High-Density Spatially Localized Model of the Human Retina', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, ELECTR NETWORK, Vol. 61, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), ELECTR NETWORK, 01 May 2020 - 07 May 2020, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000554495701040&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2019, 'Effects of Display Compensation, Speed and StereopsIs on Motion Perception in an Immersive Virtual Environment Viewed on a Head-Mounted Display (HMD)', in I-PERCEPTION, SAGE PUBLICATIONS LTD, Vol. 10, pp. 86 - 86
,2019, 'Central and paracentral anterior chamber depth for diagnosis of angle closure spectrum disease', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, CANADA, Vancouver, Vol. 60, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), CANADA, Vancouver, 28 April 2019 - 02 May 2019
,2019, 'Clustered spatial alignment of ganglion cell structure and function delivers near perfect correlation enabling prediction of visual function', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, CANADA, Vancouver, Vol. 60, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), CANADA, Vancouver, 28 April 2019 - 02 May 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000488800706267&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2019, 'Refining models characterising age-related changes in the human cornea', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, CANADA, Vancouver, Vol. 60, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), CANADA, Vancouver, 28 April 2019 - 02 May 2019
,2019, 'Quantity and morphology of inner retinal vasculature is reduced in intermediate Age-Related Macular Degeneration', in Investigative Ophthalmology & Visual Science 60 (9), 3443-3443, presented at ARVO
,2019, 'Quantity and morphology of inner retinal vasculature is reduced in intermediate Age-Related Macular Degeneration', in Quantity and morphology of inner retinal vasculature is reduced in intermediate Age-Related Macular Degeneration, presented at ARVO, https://iovs.arvojournals.org/article.aspx?articleid=2745791
,2018, 'Retinal Thickness Changes throughout the Natural History of Drusen in Age-related Macular Degeneration', in Optometry and Vision Science, Vol. 95, pp. 648 - 655, http://dx.doi.org/10.1097/OPX.0000000000001256
,2018, 'Changes in inner retinal thickness in age-related macular degeneration (AMD) detected using a grid-wise analysis of optical coherence tomography scans.', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442912507095&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'Contrast sensitivity is elevated for stimuli outside cone-driven complete spatial summation in age-related macular degeneration', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442912503191&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'Hemifield asymmetry analysis within the central 20 degrees in open-angle glaucoma: diagnostic utility of 10-2 visual fields and macula optical coherence tomography', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442932802247&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'Impact of referral letter content on management of glaucoma patients and suspects in collaborative care', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442932805279&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'Pharmacological pupil dilation causes significant sensitivity changes that are pupil change-dependent but not eccentricity-dependent', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442912503197&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'Statokinetic dissociation in anterior visual pathway disease is eliminated by equating the psychophysical procedures', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, HI, Honolulu, Vol. 59, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), HI, Honolulu, 29 April 2018 - 03 May 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000442912503199&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2017, 'IOP Fluctuations in glaucoma patients measured by a self-administered tonometer', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, MD, Baltimore, Vol. 58, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), MD, Baltimore, 07 May 2017 - 11 May 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000432176305199&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2017, 'Translating visual field changes detected with stimuli within and outside complete spatial summation to optical coherence tomography findings in age-related macular degeneration', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, MD, Baltimore, Vol. 58, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), MD, Baltimore, 07 May 2017 - 11 May 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000432176304031&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2017, 'Modelling visual field loss and spatial summation characteristics of patients with glaucoma across the 30-2', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, MD, Baltimore, Vol. 58, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) - Imaging in the Eye, MD, Baltimore, 06 May 2017 - 11 May 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000432170307136&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2017, 'Predicting Age-related Changes with High Accuracy using a Pattern Recognition Derived Retinal Ganglion Cell Regression Model', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, MD, Baltimore, Vol. 58, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) - Imaging in the Eye, MD, Baltimore, 06 May 2017 - 11 May 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000432170301259&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2016, 'Asymmetries in sensitivity and spatial summation in the Hill of Vision', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, WA, Seattle, Vol. 57, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), WA, Seattle, 01 May 2016 - 05 May 2016, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000394210605230&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2016, 'Practice patterns in age-related macular degeneration (AMD)', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, WA, Seattle, Vol. 57, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), WA, Seattle, 01 May 2016 - 05 May 2016, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000394210203085&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2016, 'Spatial summation across the 10-2 visual field in normals and age-related macular degeneration', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, WA, Seattle, Vol. 57, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), WA, Seattle, 01 May 2016 - 05 May 2016, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000394210604341&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2015, 'Retinal Layer Thickness in Drusen and Drusen-Free Retinal Areas in Age-Related Macular Degeneration', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, CO, Denver, Vol. 56, presented at Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO), CO, Denver, 03 May 2015 - 07 May 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000362891105093&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2013, 'The optic nerve head: does size matter?', in INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ASSOC RESEARCH VISION OPHTHALMOLOGY INC, Vol. 54, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000436232704239&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,Theses / Dissertations
2023, Characterising Retinal Locations Undergoing Structural and Functional Changes in Intermediate Age-related Macular Degeneration [CLUSTER], http://dx.doi.org/10.26190/unsworks/24835
,Patents
2019, Methods and systems for diagnosis of ocular disease, Patent No. 10390695, http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&r=1&f=G&l=50&s1=10390695.PN.&OS=PN/10390695&RS=PN/10390695
,Preprints
2023, RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation, http://arxiv.org/abs/2307.06577v1
,Other
2024, CPD: Artificial intelligence 3: AI and diagnosis of glaucoma and neurodegenerative disease, http://dx.doi.org/10.12968/opti.2024.269.6945.25
,2024, A basic introduction to artificial intelligence for eye care professionals, http://dx.doi.org/10.12968/opti.2024.269.6937.33
,