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AI imaging triage for the acute stroke pathway

United Kingdom

Self-referral assistant for NHS Talking Therapies

United Kingdom

Pre-operative risk-stratification model for major surgery

Spain

Trust badgeValidated & replicableValidatedValidated
Evidence strengthDeveloping evidenceDeveloping evidenceRobust evidence
Pipeline stageScaledValidatedValidated
Intended useInterprets acute stroke imaging to support rapid identification of large-vessel occlusion and treatment eligibility, accelerating thrombectomy referral.Supports patient self-referral by collecting clinical information conversationally and routing referrals, reducing administrative wait time.Computes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.
SpecialtyEmergency medicinePsychiatrySurgery
AutonomyInforms a human (advisory)Human in the loop (human acts)Informs a human (advisory)
DeploymentScaling upActive deploymentActive deployment
EU AI Act tierHigh-riskLimited riskHigh-risk
EU MDR classClass IIbNot a deviceNot a device
CE markingCE markedNot requiredNot required
NICE ESF tierTier C — treat / diagnose / calculate riskTier B — inform / monitorTier C — treat / diagnose / calculate risk
Headline metricTime saved: 60Accuracy: 0.93AUC / AUROC: 0.85
Subgroup assessedYesYesYes