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The Learning Health System Maturity Model (S1, E2)
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
View all episodes
By James GreenIn 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