2023
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
J. Biomed. Informatics, March, 2023

2022
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022

SurvMaximin: Robust federated approach to transporting survival risk prediction models.
J. Biomed. Informatics, 2022

Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirements.
J. Am. Medical Informatics Assoc., 2022

Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative.
J. Am. Medical Informatics Assoc., 2022

Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis.
Int. J. Medical Informatics, 2022

2020
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
npj Digit. Medicine, 2020

Multi-view Gradient Boosting Tree for Acute Kidney Injury Prediction and Modifiable Risk Factor Identification.
Proceedings of the AMIA 2020, 2020