Research

My work follows a connected path from images to phenotypes, biological discovery, systemic insights, and clinical translation.

Research themes

Image phenotyping

Deriving detailed and reproducible phenotypes from ophthalmic images

Genetic and multi-omic discovery

Investigating the biology underlying imaging phenotypes and ophthalmic/systemic disease

The eye and systemic health

Exploring what ophthalmic imaging can reveal about health elsewhere in the body

Research datasets and clinical translation

Building the evidence needed to develop and evaluate clinically useful AI