Ophthalmology Science Publishes First Peer-Reviewed Multi-Vendor AI-DR Implementation Playbook (LumineticsCore + EyeArt + AEYE-DS)
Ophthalmology Science published a peer-reviewed implementation study aggregating real-world adoption of LumineticsCore, EyeArt, and AEYE-DS across US health systems. Aggregate nonmydriatic gradability 49-75%, sensitivity 87-100%, specificity 60-91%.
Identifies FQHCs as ideal deployment sites because FQHC patients are less likely to access traditional eye-doctor screening. Success factors: site selection, primary-care workflow alignment, patient engagement/referral streamlining, ongoing staff training.
Strategic implication: first peer-reviewed multi-vendor implementation playbook for AI-DR in primary care.
Directly transferable to CA FQHC operations directors evaluating which of the 3 FDA-cleared systems to deploy, what gradability/sensitivity to expect in an MA-operated workflow, and the 4 success factors to plan around. Strengthens AI Tracker entries already in our database on LumineticsCore/EyeArt/AEYE-DS with peer-reviewed cross-vendor benchmarks rather than vendor-supplied stats.
Key takeaways
- Aggregate nonmydriatic gradability 49-75%, sensitivity 87-100%, specificity 60-91%
- FQHCs identified as ideal deployment sites — patients less likely to access traditional screening
- 4 success factors: site selection, workflow alignment, patient engagement, staff training
Primary source
Ophthalmology Science (peer-reviewed)FQHC Talent. (2026, March 1). Ophthalmology Science Publishes First Peer-Reviewed Multi-Vendor AI-DR Implementation Playbook (LumineticsCore + EyeArt + AEYE-DS). Primary source: Ophthalmology Science (peer-reviewed). Retrieved July 14, 2026, from https://www.fqhctalent.com/intel/ophthalmology-science-ai-dr-multi-vendor-implementation-mar-2026
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