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Pre-operative risk-stratification model for major surgery

Spain

Autonomous diabetic retinopathy screening in primary care

Netherlands

AI second reader for breast cancer screening

United Kingdom

Trust badgeValidatedValidatedValidated
Evidence strengthRobust evidenceRobust evidenceEmerging evidence
Pipeline stageValidatedValidatedValidated
Intended useComputes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.Provides an autonomous screening decision for more-than-mild diabetic retinopathy from retinal fundus images, referring positive cases to ophthalmology.Acts as an independent second reader of screening mammograms to support the double-reading workflow and reduce reader workload without lowering cancer detection.
SpecialtySurgeryOtherRadiology
AutonomyInforms a human (advisory)Autonomous (acts without a human)Informs a human (advisory)
DeploymentActive deploymentActive deploymentActive deployment
EU AI Act tierHigh-riskHigh-riskHigh-risk
EU MDR classNot a deviceClass IIbClass IIb
CE markingNot requiredCE markedCE marked
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricAUC / AUROC: 0.85Sensitivity: 0.87Sensitivity: 0.91
Subgroup assessedYesYesYes