Toward Population Health Intelligence: When Artificial Intelligence Meets Population Health Research
Challenges and Considerations for AI in Public Health
Challenges and Opportunities
Uncertainty in predictions
Making AI understandable
Room for improvement
AI and Better Health Predictions
Combining data types:
Multimodal learning
Improving health outcomes
Ai's predictive power in Finding Disease
How Ai helps predict Disease
Old prediction methods
AI updates predictions
Types of AI models
Case Study: CPHP AI Model
CPHP overview
Cost-effective profiling
Dealing with missing data
AI's Role in Optimizing Health Interventions and Real World Results
Using AI for Health Interventions
Targeted interventions
Reducing health inequalities
Urban planning
Real World Results
Testing the model
Better results with less data
Cost reduction