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Compare use cases

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AI imaging triage for the acute stroke pathway

United Kingdom

Pre-operative risk-stratification model for major surgery

Spain

Type-2 diabetes long-term outcome predictor

Netherlands

Trust badgeValidated & replicableValidatedValidated
Evidence strengthDeveloping evidenceRobust evidenceRobust evidence
Pipeline stageScaledValidatedValidated
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.Estimates 5-year risk of major diabetes-related complications (cardiovascular, renal, retinal) from longitudinal primary-care records to support care-plan intensification.
SpecialtyEmergency medicineSurgeryEndocrinology
AutonomyInforms a human (advisory)Informs a human (advisory)Informs a human (advisory)
DeploymentScaling upActive deploymentActive deployment
EU AI Act tierHigh-riskHigh-riskHigh-risk
EU MDR classClass IIbNot a deviceNot a device
CE markingCE markedNot requiredNot required
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricTime saved: 60AUC / AUROC: 0.85AUC / AUROC: 0.82
Subgroup assessedYesYesYes