Projects
Current initiatives
Glaucoma Progression Interface
A Streamlit tool to visualize VF/OCT trends and specialist labels.
Status: Active
Optic Disc Biometric Identification
Siamese/triplet models for subject verification from fundus images.
Status: Active
Big Data & Artificial Intelligence
Multimodal EHR/imaging/genetics models; screening and progression prediction in glaucoma.
Status: Active
Bioinformatics
Biobank-driven genetics of glaucoma; GWAS; gene–environment interactions.
Status: Active
Endpoints for Clinical Trials
New structural/functional endpoints; risk calculators; ML/statistical validation.
Status: Active
Optic Nerve & Retina Imaging
OCT/OCTA biomarkers; structure–function modeling; microvasculature and blood-flow.
Status: Active
Visual Performance & VR
Driving simulator, balance, VR crowding, NGoggle EEG-VR visual field testing.
Status: Active