Toward Population Health Intelligence: When Artificial Intelligence Meets Population Health Research

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Ethics

par Desi McKeown

AI's Role in Optimizing Health Interventions and Real World Results

Real World Results

Cost reduction

Better results with less data

Testing the model

Using AI for Health Interventions

Urban planning

Reducing health inequalities

Targeted interventions

Ai's predictive power in Finding Disease

Case Study: CPHP AI Model

Dealing with missing data

Cost-effective profiling

CPHP overview

How Ai helps predict Disease

Types of AI models

AI updates predictions

Old prediction methods

Toward Population Health Intelligence: When Artificial Intelligence Meets Population Health Research

Challenges and Considerations for AI in Public Health

AI and Better Health Predictions

Improving health outcomes

Multimodal learning

Combining data types:

Challenges and Opportunities

Room for improvement

Making AI understandable

Uncertainty in predictions