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Pre-operative risk-stratification model for major surgery

Spain

AI imaging triage for the acute stroke pathway

United Kingdom

Trust badgeValidatedValidated & replicable
Evidence strengthRobust evidenceDeveloping evidence
Pipeline stageValidatedScaled
Intended useComputes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.Interprets acute stroke imaging to support rapid identification of large-vessel occlusion and treatment eligibility, accelerating thrombectomy referral.
SpecialtySurgeryEmergency medicine
AutonomyInforms a human (advisory)Informs a human (advisory)
DeploymentActive deploymentScaling up
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: 0.85Time saved: 60
Subgroup assessedYesYes