20 citations · 26 across the 8 of their papers we have counts for
8 papers
An Open-Source Knowledge Graph Ecosystem for the Life Sciences
Tiffany J. Callahan, Ignacio J. Tripodi, Adrianne L. Stefanski +29
Translational research requires data at multiple scales of biological organization. Advancements in sequencing and multi-omics technologies have increased the availability of these…
Quantitative bias analysis for outcome phenotype error correction in comparative effect estimation: an empirical and synthetic evaluation
James Weaver, Patrick B. Ryan, Victoria Y. Strauss +3
Outcome phenotype measurement error is rarely corrected in comparative effect estimation studies in observational pharmacoepidemiology. Quantitative bias analysis (QBA) is a miscla…
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…
Ontologizing Health Systems Data at Scale: Making Translational Discovery a Reality
Tiffany J. Callahan, Adrianne L. Stefanski, Jordan M. Wyrwa +29
Background: Common data models solve many challenges of standardizing electronic health record (EHR) data, but are unable to semantically integrate all the resources needed for dee…
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases
Alexandros Rekkas, David van Klaveren, Patrick B. Ryan +3
The Predictive Approaches to Treatment Effect Heterogeneity statement focused on baseline risk as a robust predictor of treatment effect and provided guidance on risk-based assessm…
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?
Luis H. John, Jan A. Kors, Jenna M. Reps +2
Objective: Provide guidance on sample size considerations for developing predictive models by empirically establishing the adequate sample size, which balances the competing object…