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Autonomous diabetic retinopathy screening in primary care

Netherlands

Pre-operative risk-stratification model for major surgery

Spain

Trust badgeValidatedValidated
Evidence strengthRobust evidenceRobust evidence
Pipeline stageValidatedValidated
Intended useProvides an autonomous screening decision for more-than-mild diabetic retinopathy from retinal fundus images, referring positive cases to ophthalmology.Computes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.
SpecialtyOtherSurgery
AutonomyAutonomous (acts without a human)Informs a human (advisory)
DeploymentActive deploymentActive deployment
EU AI Act tierHigh-riskHigh-risk
EU MDR classClass IIbNot a device
CE markingCE markedNot required
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricSensitivity: 0.87AUC / AUROC: 0.85
Subgroup assessedYesYes