The eye and systemic health
Exploring what ophthalmic imaging can reveal about health elsewhere in the body
The eye permits direct, non-invasive visualisation of neural and vascular tissue. Changes visible in ophthalmic images may therefore reflect biological processes occurring elsewhere in the body.
I study these relationships by combining ophthalmic imaging with genetic, clinical, and multi-omic data. This work explores what the eye can tell us about cardiovascular and neurological health, while examining whether observed associations are biologically meaningful, clinically useful, and robust across different populations(Julian et al., 2026; Maldonado-Garcia et al., 2025).
Oculomics investigates relationships between features of the eye and health elsewhere in the body.
References
2026
- Journal articleMulti-omic analysis of deep learning-derived phenotypes links ophthalmic imaging to cardiovascular and neurological traitsNature Cardiovascular Research, 2026
2025
- Journal articlePredicting cardiovascular disease risk using retinal optical coherence tomography imagingFrontiers in Artificial Intelligence, 2025