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Topic-Contributed Paper Session

Smarter Data Integration: Statistical Methods for Multi-phase and Multi-source Data

Mon, Aug 3, 10:30 AM - 12:20 PM Room CC-156A Thomas M. Menino Convention & Exhibition Center

Noorie HyunOrganizerPamela ShawChair

WNAR co: Biometrics Sectionco: Section on Statistics in Epidemiology Applied

5 Presentations

Implementing a multi-wave two-phase study to correct for data errors in a multinational study of HIV and tuberculosis.

10:35 AM - 10:55 AM

Bryan Shepherd (Vanderbilt University, School of Medicine)

Unlocking Multi-Institutional Insights into Disease Progression Using Federated Learning on Longitudinal Electronic Health Records

10:55 AM - 11:15 AM

Jiayi Tong (Johns Hopkins University)

Federated Learning Longitudinal Data EHR Data Data Integration

Optimal two-phase sampling designs for studies using error-prone electronic health record data with multiple parameters of interest.

11:15 AM - 11:35 AM

Jasper Yang (University of Washington)

Two-phase sampling Generalized raking Measurement error Electronic health records Survey design

Optimal sampling for generalized raking estimators to address data quality in a multinational three-phase study of frailty among people with HIV.

11:35 AM - 11:55 AM

Joshua Slone (Vanderbilt University Medical Center)

A biomarker-augmented regression model for left- and interval-censored outcomes.

11:55 AM - 12:15 PM

Noorie Hyun (Kaiser Permanente Washington Health Research Institute)

Augmented likelihood Heterogeneous biomarker distributions Interval-censoring Measurement error

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