Area of research
Ophthalmology · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Retinal Imaging and Analysis, Obesity, Physical Activity, Diet, Retinal Diseases and Treatments, and Glaucoma and retinal disorders.
Machine learning derived retinal pigment score from ophthalmic imaging shows ethnicity is not biology
Automated retinal image analysis systems to triage for grading of diabetic retinopathy: a large-scale, open-label, national screening programme in England.
Effect of ethnicity and other sociodemographic factors on attendance at ophthalmology appointments following referral from a Diabetic Eye Screening Programme: a retrospective cohort study.
A simple score-based strategy to improve equity of the UK biennial diabetic eye screening protocol among people deemed as low risk.
Trustworthy Evaluation of Clinical AI for Analysis of Medical Images in Diverse Populations
Attainment of World Health Organization physical activity recommendations by Ecuadorian children: Analysis of social and anthropometrics factors in two distinct populations.
A foundation model for generalizable disease detection from retinal images
A foundation model for generalizable disease detection from retinal images
The Association of Alcohol Consumption with Glaucoma and Related Traits: Findings from the UK Biobank.
UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases.
A new polygenic score for refractive error improves detection of children at risk of high myopia but not the prediction of those at risk of myopic macular degeneration.
GWAS on retinal vasculometry phenotypes
GWAS on retinal vasculometry phenotypes.
Formal registration of visual impairment in people with diabetic retinopathy significantly underestimates the scale of the problem: a retrospective cohort study at a tertiary care eye hospital service in the UK.
Ethnic disparities in progression rates for sight-threatening diabetic retinopathy in diabetic eye screening: a population-based retrospective cohort study.
Cohort profile: rationale and methods of UK Biobank repeat imaging study eye measures to study dementia.
Two-year recall for people with no diabetic retinopathy: a multi-ethnic population-based retrospective cohort study using real-world data to quantify the effect.
What are the perceptions and concerns of people living with diabetes and National Health Service staff around the potential implementation of AI-assisted screening for diabetic eye disease? Development and validation of a survey for use in a secondary care screening setting.
Cross-sectional study of the associations between circulating vitamin D concentrations and insulin resistance in children aged 9-10 years of South Asian, black African Caribbean and white European origins.
Automated analysis of vessel morphometry in retinal images from a Danish high street optician setting.
Two-year recall for people with no diabetic retinopathy: a multiethnic population-based retrospective cohort study using real-world data to quantify the effect
Correction: UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases.
Association of ambient air pollution with age-related macular degeneration and retinal thickness in UK Biobank.
Artificial intelligence-enabled retinal vasculometry for prediction of circulatory mortality, myocardial infarction and stroke.
UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases
The Association between Serum Lipids and Intraocular Pressure in 2 Large United Kingdom Cohorts.
Nonpharmacological Interventions to Lengthen Sleep Duration in Healthy Children: A Systematic Review and Meta-analysis.
Retinal microvascular associations with cardiometabolic risk factors differ by diabetes status: results from the UK Biobank.
External validation of a prediction model for estimating fat mass in children and adolescents in 19 countries: individual participant data meta-analysis.
Foveal Curvature and Its Associations in UK Biobank Participants.