Decision Support and Use Cases-Course Overview
Course Overview
()
Decision Support and Use Cases-Module 1 Introduction
Introduction to Module 1
()
Decision Support and Use Cases-Operationalizing Consumerism and a New Supply Chain
Consumerism, Supply Chain and Social & Situational Determinants
()
Operationalizing Consumerism Using ML and AI
()
Interview with Caitlyn
()
Operationalizing a New Supply Chain
()
Interview with Peter Dunphy
()
Decision Support and Use Cases-Machine Learning, Artificial Intelligence and Decision Support
Machine Learning, Artificial Intelligence, and Decision Support
()
Healthcare Ecosystem Readings
Decision Support and Use Cases-Journey Mapping
Journey Mapping and Pain Points
()
Healthcare Consumer Journey Mapping
Decision Support and Use Cases-Patient Monitoring
Patient Monitoring
()
TED Talk on an innovation in Remote Patient Monitoring
Decision Support and Use Cases-Voices from the Industry
Interview with Cait Larson from Dynamicare
()
Decision Support and Use Cases-Machine Learning in Practice
Differential Diagnosis
()
Care Management
()
Preventive Screening
()
Innovations and Results in Patient Outreach
Avoidable Readmissions
()
Predictive Modeling Basics-Module 2 Introduction
Introduction to Module 2
()
Predictive Modeling
()
Predictive Modeling Basics-Linear Regression
Linear Regression
()
Linear Regression Explained
Predictive Modeling Basics-Disease Burden
Disease Burden as a Predictor of Cost
()
Predictive Modeling Basics-Machine Learning
Machine Learning
()
Using AI to Diagnose Disease
Predictive Modeling Basics-Data Sourcing and Enrichment
Data Sourcing
()
Data Enrichment
()
Predictive Modeling Basics-Provider Taxonomies and Relationships
Provider Taxonomies and Relationships
()
Predictive Modeling Basics-Predictive Modeling Process
Predictive Modeling Process
()
Consumerism and Operationalization-Module 3 Introduction
Introduction to Module 3
()
Analytic Maturity Model
()
Consumerism and Operationalization-Addressable Opportunity
Identifying Historic Addressable Opportunity
()
Predicting Addressable Opportunity
()
Consumerism and Operationalization-Predictive Accuracy
Measuring Predictive Accuracy
()
Making Recommendations
()
The Future of Predictive Analytics in Healthcare
Consumerism and Operationalization-Voices from the Industry
Voices from the Industry with George "Russ" Moran
()
Consumerism and Operationalization-Integration
Integration and Orchestration
()
Operational Engagement Framework
()
Advanced Topics in Operationalization-Module 4 Introduction
Introduction to Module 4
()
Advanced Topics in Operationalization-Operational Entity Relationship Model
Operational Entity Relationship Model
()
Advanced Topics in Operationalization-Utilizing Data
Using Other Administrative Data to Target Avoidable Utilization
()
Targeting High Value Member Patients Using Consumer Data
()
Utilizing Consumer Data
Advanced Topics in Operationalization-Prescriptive Analytics
Recommending a Program for Care Management
()
Recommending a Channel for Member Engagement
()
Advanced Topics in Operationalization-Voices from the Industry
Interview with Peter Dunphy from Perfect Health
()
Advanced Topics in Operationalization-Embedding and Deploying Decision Support
Embedding Decision Support with your Existing Technology Footprint
()
Misconceptions in the Industry
Deploying Decision Support Beyond the Enterprise to the Consumer
()