数据和谐：用于临床集成的 AWS AI 代理.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I N D 3 4 9Data Harmony:AWS AI Agents for Clinical IntegrationSarper GuerelPrincipal Solutions ArchitectHe/HimAWS Industries-HCLSShravan VurputoorSenior Solutions Ar

2、chitectHe/HimAWS WWPS-HCLS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.DataDataAgenticAgenticIntegrationQueryMachine LearningApplicationApplicationProtocol GenerationDigital TwinPrimary Patient DataIndication expansionMeta analysisGenerative AIProtocolSensorsOperational DataLo

3、gsWebDevicesSocialCloudOn-PremisesSaaS3rd PartyDomainDomainClinical DevelopmentMedical AffairsRegulatory AffairsSafetyClinical OperationRegulatory DataSecondary DataClinical Transformation 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS AI Agents for Clinical IntegrationTransf

4、orming fragmented healthcare data into actionable insightsUsing AWS Agentic AI for automated clinical data harmonization 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The Healthcare Data Challenge80%of healthcare data is unstructuredMultiple data sources:EHRs,labs,imaging,wearab

5、les,claimsInconsistent schemas and formatsPrivacy and compliance requirements(HIPAA,GDPR)Manual integration takes months,costs millions 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Agentic Data Harmonization?Autonomous agents that understand data contextReal-time schema

6、 mapping and standardizationPrivacy-preserving data integrationContinuous learning and adaptationProactive identification of data relationships 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS Agentic AI ArchitectureAmazon Bedrock AgentCore:Agentic AIAWS HealthLake:FHIR-complia