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Pre-operative risk-stratification model for major surgery

Spain

Self-referral assistant for NHS Talking Therapies

United Kingdom

AI imaging triage for the acute stroke pathway

United Kingdom

Trust badgeValidatedValidatedValidated & replicable
Evidence strengthRobust evidenceDeveloping evidenceDeveloping evidence
Pipeline stageValidatedValidatedScaled
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.Interprets acute stroke imaging to support rapid identification of large-vessel occlusion and treatment eligibility, accelerating thrombectomy referral.
SpecialtySurgeryPsychiatryEmergency medicine
AutonomyInforms a human (advisory)Human in the loop (human acts)Informs a human (advisory)
DeploymentActive deploymentActive deploymentScaling up
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: 0.93Time saved: 60
Subgroup assessedYesYesYes