AI驱动的手术：通过创新和协作实现医疗保健转型.pdf

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1、AI AI-powered Surgery:powered Surgery:Transforming Healthcare Through Transforming Healthcare Through Innovation and CollaborationInnovation and CollaborationAssociate Professor of Surgery,Duke University School of MedicineVice Chair for Innovation,Department of SurgerySurgical Director of Duke AI H

2、ealthDoha,Qatar December 10,2024Ozanan R.Meireles,MD,FACSThe Era of Technological DisruptionGeneral Anesthesia 1840sAntiseptic Surgery 1860s Endoscopic Procedures 1960sCognitive Computing 2010s Surgical AI 2016 Hardware(instruments,Robotics)Software(Data,Algorithms)Human OperatorsVIDEOHuman(professi

3、onal preparedness)Economics(business plan)Governance TelecomEvolution of the OperatingEvolution of the Operating RoomRoomVideo DATA More computing powerMore powerful/efficient techniquesWhat Premier League clubs are learning from F1-The AthleticError Handling and RecoveryError Handling and RecoveryT

4、he average hospital generate137 terabytes per dayF1 teams combined generate243 terabytes per dayOperative planning:Operative planning:Surgical Strategy with Surgical Strategy with Error Handling and Error Handling and Recovery SystemRecovery SystemO.S.Potential Current ApplicationsPotential Current

5、Applications Data-driven insights Predictive analytics Automated scheduling Resource allocation Quality improvement Notification Systems Operative Report Generation Billing Compliance Monitoring Resource Prediction,and AllocationTele-mentoringOperative Case Length PredictionAttention AwarenessBarrie

6、rsData Quality And Privacy ConcernsHigh Implementation CostsComplex IntegrationCultural ResistanceLimited AI InterpretabilityEthical Considerations Relative Advantage Compatibility to Workflow Complexity of Use Triability of models Observability of ResultsDiffusion of Innovation TheoryThree Major Pi