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サマリー
あらすじ・解説
In this episode, we discuss what it takes to build a Learning Health System. Dr. Parsa Mirhaji has devised an eight level maturity model that we analyze in depth.Join us as we dive deep into the transformative power of advanced data and AI technologies in healthcare. This engaging conversation covers key topics such as: Master entity indexing and data lineage Real-time data ingestion and natural language processing (NLP) Leveraging large language models (LLMs) for healthcare innovation Ensuring data quality, privacy, and compliance Scalable, equitable access to data for a data-driven culture Responsible, explainable AI/ML and generative AI Integration of EHR and translation of research into practice The HIMSS Healthcare Analytics Maturity Model Pragmatic clinical trials, patient-reported outcomes, and precision medicine Explore how these innovations create a continuous learning and quality-improving health system, driving patient-centered and personalized medicine. Don’t miss this insightful discussion on the future of healthcare! tags: #HealthcareAI, #HealthcareAnalytics, #HIMSSMaturityModel, #DataQualityInHealthcare, #NLPHealthcare, #GenerativeAIHealthcare, #ExplainableAI, #PrecisionMedicine, #PersonalizedMedicine, #EHRIntegration, #PatientCenteredCare, #DataPrivacyHealthcare, #ComplianceEnforcementAI, #PragmaticClinicalTrials, #PopulationGenetics, #EquitableDataAccess, #PatientReportedOutcomes, #ResponsibleAI, #ScalableDataSystems, #HealthcareInnovation, #DrParsaMirhaji, #CognomeJamesGreen, #RemoteHealthcare, #RealTimeDataIngestion, #DataLineageHealthcare, #TrustableAI, #AIInMedicine, #HealthcareResearchTranslation, #KnowledgeSystems, #ScalableAISolutions Chapters: 0:00 Introduction 3:20 Maturity Level 1: The Foundational Layer 9:34 Comparison with HIMSS Analytic Maturity Model 11:08 Maturity Level 2: Open Science & Collaborative Research 15:05 Maturity Level 3: Equitable scalable access to and training 19:00 Maturity Level 4: Machine Learning & AI 20:34 Maturity Level 5: Translation to Practice 24:47 Maturity Level 6: Patient Empowerment 25:55 Maturity Level 7: Precision Medicine 27:45 Maturity Level 8: Learning Health System