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Autonomous diabetic retinopathy screening in primary care

Netherlands

Type-2 diabetes long-term outcome predictor

Netherlands

AI imaging triage for the acute stroke pathway

United Kingdom

Trust badgeValidatedValidatedValidated & replicable
Evidence strengthRobust evidenceRobust evidenceDeveloping evidence
Pipeline stageValidatedValidatedScaled
Intended useProvides an autonomous screening decision for more-than-mild diabetic retinopathy from retinal fundus images, referring positive cases to ophthalmology.Estimates 5-year risk of major diabetes-related complications (cardiovascular, renal, retinal) from longitudinal primary-care records to support care-plan intensification.Interprets acute stroke imaging to support rapid identification of large-vessel occlusion and treatment eligibility, accelerating thrombectomy referral.
SpecialtyOtherEndocrinologyEmergency medicine
AutonomyAutonomous (acts without a human)Informs a human (advisory)Informs a human (advisory)
DeploymentActive deploymentActive deploymentScaling up
EU AI Act tierHigh-riskHigh-riskHigh-risk
EU MDR classClass IIbNot a deviceClass IIb
CE markingCE markedNot requiredCE marked
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricSensitivity: 0.87AUC / AUROC: 0.82Time saved: 60
Subgroup assessedYesYesYes