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AI imaging triage for the acute stroke pathway

United Kingdom

Pre-operative risk-stratification model for major surgery

Spain

Trust badgeValidated & replicableValidated
Evidence strengthDeveloping evidenceRobust evidence
Pipeline stageScaledValidated
Intended useInterprets acute stroke imaging to support rapid identification of large-vessel occlusion and treatment eligibility, accelerating thrombectomy referral.Computes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.
SpecialtyEmergency medicineSurgery
AutonomyInforms a human (advisory)Informs a human (advisory)
DeploymentScaling upActive deployment
EU AI Act tierHigh-riskHigh-risk
EU MDR classClass IIbNot a device
CE markingCE markedNot required
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricTime saved: 60AUC / AUROC: 0.85
Subgroup assessedYesYes