基于人工智能（AI）的智能工作台：用于消毒供应中心手术器械包的再装配（英文版）.pdf

1、AI-Powered Smart Tablefor Surgical Kit Reassembly in Sterilization CentersName:Chiara TarantoAffiliation:Promedital s.r.l.AgendaSituationBackground and reasons behind the creation of the AI Smart TableTaskKey features and objectives defined for the AI Smart TableActionProject implementation overview

2、 technical and operational aspectsResultsOutcome analysis and key findings from the pilot projectFutureNext steps system improvement and long-term sustainabilitySituation:Hidden Risks in Surgical Set ManagementRecurring Issues in Surgical Set PackagingSafetyIncomplete or incorrect kitsMisplaced inst

3、rumentsInstrument lossAcceptanceWashingSterilizationShippingShipping of dirty materialCheck-in/check-outReception/storage of sterile materialClean acceptancePackagingOperational EfficiencyNon-standardized proceduresHigh staff turnover/inexperienced operatorsEconomic ImpactTraining time and costsLeng

4、thy packaging processTask:Automating and Supporting Surgical Set RepackingAccurate Instrument RecognitionReliably identify instruments by shapeNo reliance on engravings or datamatrix codesPreserve instrument certificationSet Differentiation&Operator GuidanceDistinguish instruments from different set

5、sProvide guidance to operators in case of uncertaintyErgonomics&Workflow IntegrationFast and easy to useSeamlessly integrated into the sterilization workflowEssential Features of the Smart WorkstationCamerasProjectorTable topMonitorLightsPC case/controllerVisualizing the Smart WorkstationAction:Proj

6、ect LayoutAI ComponentAlgorithms for surgical instrument recognitionEnsures accuracy and reliability in set compositionOperational ComponentFunctional collaborations with:AUSL Modena,ItalyMassa hospital,ItalyIHSS,UKWorkflow integration and real-world testingAI Algorithm:Challenges in Instrument Iden