aceArtificial Intelligence in Eye Disease: A Systematic Review of Screening, Diagnosis, Prognosis, Treatment-Response Prediction, and Clinical Decision Support
Background/Objectives: Artificial intelligence (AI) is expanding eye care beyond image-based detection toward prognosis, treatment-response prediction, monitoring, triage, and clinician-facing decision support. We evaluated AI across eye-disease screening, diagnosis, prognosis, treatment response, and decision support, emphasizing validation, explainability, and clinical readiness. Methods: This PROSPERO-registered review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 20…
Eye-disease AI is not yet clinically ready: independent validation is incomplete, direct clinician comparators are scarce, and safety, workflow and patient-outcome evidence is sparse.
Heterogeneity precluded meta-analysis, and the authors report incomplete independent validation, few direct comparators and sparse evaluation of safety, workflow effects and patient outcomes.
Evidence
- Peer-reviewedJournal of Clinical Medicine2026-10-14
How should this claim be treated?
Truvace Impact Record TRV-2026-1490, v1: “Artificial Intelligence in Eye Disease: A Systematic Review of Screening, Diagnosis, Prognosis, Treatment-Response Prediction, and Clinical Decision Support.” Truvace, 2026-10-15. /record/TRV-2026-1490 (accessed at citation time). sha256 9e37524a4057909f…
Calibration history
Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.
Certified into the record
How to verify without trusting this page
Fetch the canonical text of any version from /api/record/TRV-2026-1490 and hash it yourself — for example shasum -a 256 on the saved canonical field. The result must equal content_hash, and each version’s text ends with prev:followed by the prior version’s hash (version 1 chains to 64 zeros). If a single character of any version had been altered since certification, the chain would not reproduce.