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Invited Paper Session

Innovations at the Interface of Statistics, AI, and Real-World Evidence

Mon, Aug 4, 2:00 PM - 3:50 PM Room CC-104A Music City Center

Amita ManatungaOrganizerAmita ManatungaChair

Committee of Presidents of Statistical Societies co: ENAR Applied

3 Presentations

Neural networks for spatially correlated data

2:05 PM - 2:30 PM

Abhirup Datta (Johns Hopkins University)

Neural networks Geospatial data Machine learning Random forests Gaussian processes Spatial statistics

Integrative Approaches to Treatment Evaluation Leveraging Randomized Clinical Trials and Real-World Data

2:30 PM - 2:55 PM

Shu Yang (North Carolina State University, Department of Statistics)

Real-world data Real-world evidence Hybrid trial designs

Advancing Evidence for Opioid Use Disorder Treatments through Real-World Data and Novel Statistical Methods

2:55 PM - 3:20 PM

Jennifer Bobb (Kaiser Permanente Washington)

pragmatic trials opioid use disorder real-world data electronic health records

Discussant

Anru Zhang (Duke University)

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