Optimizing the efficiency and effectiveness of data quality assurance in a multicenter clinical dataset
2025 JAMIA
pyDeid: an improved, fast, flexible, and generalizable rule-based approach for deidentification of free-text medical records
2025 JAMIA Open
Correction rates and clinical outcomes in hospitalized adults with severe hyponatremia: A systematic review and meta-analysis
2024 JAMA
Intravenous Albumin Utilization and Guideline Compliance: A Multi-Center Audit of 607,304 Admissions at 16 Hospitals
2024 Blood
Effect of disability, homelessness, and neighborhood marginalization on risk-adjustment for hospital performance measurement
2024 American Journal of Epidemiology
Demographics, medication use, and admission characteristics of patients hospitalized with diabetes in Ontario, Canada: A retrospective cohort study
2024 PloS One
A simple electronic medical record-based predictors of illness severity in sepsis (sepsis) score
2024 PLOS ONE
Characterizing medical patients with delirium: A cohort study comparing ICD-10 codes and a validated chart review method
2024 PLOS ONE
Advanced imaging use and delays among inpatients with psychiatric comorbidity
2024 Brain and Behavior
Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data
2024 arXiv
Validation of the diagnostic accuracy levels of International Classification of Diseases-10 codes for diabetic ketoacidosis: A multicenter cross-sectional study
2024 Can J Diabetes
Characterizing the burden of biliary tract cancers across 28 hospitals in Ontario, Canada
2024 Cancer
Validity of hospital diagnostic codes to identify SARS-CoV-2 infections in reference to polymerase chain reaction results: a descriptive study
2023 CMAJ Open
Automated identification of unstandardized medication data: a scalable and flexible data standardization pipeline using RxNorm on GEMINI multicenter hospital data
2023 JAMIA Open
FENDA-FL: Personalized federated learning on heterogeneous clinical datasets
2023 arXiv
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
2023 arXiv
Using the hospital frailty risk score to assess mortality risk in older medical patients admitted to the intensive care unit
2023 CMAJ Open
An update to the Kaiser Permanente inpatient risk adjustment methodology accurately predicts in-hospital mortality: a Retrospective cohort study
2023 J Gen Intern Med