重新思考医疗保健领域的创新真相挑战游戏规则改变者.pdf

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1、Rethinking Innovation in HealthcareTruths,Challenges&Game-ChangersDr Gao YujiaConsultant,Hepatobiliary and Liver Transplant Surgery,NUHLead,Surgical Services,TGCHPrincipal Investigator,iHealthTech,NUSAssistant Group Chief Technology Officer,NUHSDirector,Undergraduate Medical Education,NUS MedicineBo

2、ard Member,Board of Advisors,APAC,HIMSSEmail:yujiagaonus.edu.sgBeyond the HeadlinesInnovation is more complex and human than robots or AIReality Check$240B invested,yet 70%of implementations failOur FocusDistinguishing myths from realities in healthcare transformationFinding TruthSeparating hype fro

3、m impactChallenging AssumptionsQuestioning common innovation beliefsEvidence-Based ApproachUsing data to validate real solutionsMyths vs.RealitiesMyth 1Technology&Innovation Will Solve All ProblemsReality6Innovation Does Not Equate ProgressReality7Pitfalls Still ExistData Quality&Bias8Rubbish In,Rub

4、bish OutAI is only as good as what we train it onRules of Traditional Statistical Analysis Apply Representative dataset Confounders Bias Data purity Myth 2Innovation Means DisruptionRealityKaiser Permanente Teleconsultation ProgramMyth 3Innovation Will Improve WellbeingReality12Psychological&Social

5、ImpactTech AddictionConstant Health MonitoringObsessive/Abussive use of Health Tracking AppsPatient AnxietyDoctor-Patient RelationshipDr Google/Dr AIMisinformation and Distrust Medical EducationAI in ExamsErosion of Core KnowledgeDiminishing Clinical ExperienceExistential Crisis for Healthcare Worke

6、rs?13Is it Real?Potential replacement of healthcare workersMost at risk Non-procedural clinical specialties Consultation roles Low-level physical tasks Certain simple proceduresOur Own LessonsNUHS Mixed Reality ProgramLeveraging on Mixed RealityEnhance clinical capabilitiesImprove clinician experien