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Pre-operative risk-stratification model for major surgery

Spain

AI second reader for breast cancer screening

United Kingdom

Trust badgeValidatedValidated
Evidence strengthRobust evidenceEmerging evidence
Pipeline stageValidatedValidated
Intended useComputes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.Acts as an independent second reader of screening mammograms to support the double-reading workflow and reduce reader workload without lowering cancer detection.
SpecialtySurgeryRadiology
AutonomyInforms a human (advisory)Informs a human (advisory)
DeploymentActive deploymentActive deployment
EU AI Act tierHigh-riskHigh-risk
EU MDR classNot a deviceClass IIb
CE markingNot requiredCE marked
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricAUC / AUROC: 0.85Sensitivity: 0.91
Subgroup assessedYesYes