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Pre-operative risk-stratification model for major surgery

Spain

Self-referral assistant for NHS Talking Therapies

United Kingdom

AI second reader for breast cancer screening

United Kingdom

Trust badgeValidatedValidatedValidated
Evidence strengthRobust evidenceDeveloping 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.Supports patient self-referral by collecting clinical information conversationally and routing referrals, reducing administrative wait time.Acts as an independent second reader of screening mammograms to support the double-reading workflow and reduce reader workload without lowering cancer detection.
SpecialtySurgeryPsychiatryRadiology
AutonomyInforms a human (advisory)Human in the loop (human acts)Informs a human (advisory)
DeploymentActive deploymentActive deploymentActive deployment
EU AI Act tierHigh-riskLimited riskHigh-risk
EU MDR classNot a deviceNot a deviceClass IIb
CE markingNot requiredNot requiredCE marked
NICE ESF tierTier C — treat / diagnose / calculate riskTier B — inform / monitorTier C — treat / diagnose / calculate risk
Headline metricAUC / AUROC: 0.85Accuracy: 0.93Sensitivity: 0.91
Subgroup assessedYesYesYes