6 citations · 6 across the 4 of their papers we have counts for
4 papers
Evaluating the impact of instrumental variables in propensity score models using synthetic and negative control experiments
Yuxi Tian, Nicole Pratt, Laura L Hester +3
In pharmacoepidemiology research, instrumental variables (IVs) are variables that strongly predict treatment but have no causal effect on the outcome of interest except through the…
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines
Chao Pang, Xinzhuo Jiang, Nishanth Parameshwar Pavinkurve +8
Synthetic Electronic Health Records (EHR) have emerged as a pivotal tool in advancing healthcare applications and machine learning models, particularly for researchers without dire…
Bayesian Safety Surveillance with Adaptive Bias Correction
Fan Bu, Martijn J. Schuemie, Akihiko Nishimura +7
Post-market safety surveillance is an integral part of mass vaccination programs. Typically relying on sequential analysis of real-world health data as they accrue, safety surveill…
Interpretable Forecasting of Physiology in the ICU Using Constrained Data Assimilation and Electronic Health Record Data
David Albers, Melike Sirlanci, Matthew Levine +3
Prediction of physiologic states are important in medical practice because interventions are guided by predicted impacts of interventions. But prediction is difficult in medicine b…