JSM2023
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Topic-Contributed Paper Session

Addressing complex inferential challenges with electronic health records data

Tue, Aug 8, 2:00 PM
Jennifer BobbOrganizerDanyang LiChair
Biometrics Section

5 Presentations

Multiply robust estimation of the causal effect of treatment with data subject to irregular observation times and confounding
2:05 PM - 2:25 PM
Janie Coulombe (Université de Montréal)
Co-authors: Shu Yang (North Carolina State University, Department of Statistics)
Accounting for unmeasured spatial confounding via exposure-penalized splines
2:25 PM - 2:45 PM
Jennifer Bobb (Kaiser Permanente Washington)
Using external data to estimate the observability of an outcome in a target EHR dataset
2:45 PM - 3:05 PM
Mengying Yan (Duke University School of Medicine)
Co-authors: Benjamin Goldstein (Duke University)
Estimation of COVID-19 vaccine efficacy using a sequential deep learning model
3:05 PM - 3:25 PM
Lili Zhao (Beaumont Hospital)
Double sampling for informatively missing data in EHR-based comparative effectiveness research
3:25 PM - 3:45 PM
Sebastien Haneuse (Harvard T.H. Chan School of Public Health)
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