Optimizing the efficiency and effectiveness of data quality assurance in a multicenter clinical dataset 2025 JAMIA Data & Methods
pyDeid: an improved, fast, flexible, and generalizable rule-based approach for deidentification of free-text medical records 2025 JAMIA Open Data & Methods Artificial Intelligence
Correction rates and clinical outcomes in hospitalized adults with severe hyponatremia: A systematic review and meta-analysis 2024 JAMA Quality of Hospital Care Data & Methods
Intravenous Albumin Utilization and Guideline Compliance: A Multi-Center Audit of 607,304 Admissions at 16 Hospitals 2024 Blood Data & Methods
Effect of disability, homelessness, and neighborhood marginalization on risk-adjustment for hospital performance measurement 2024 American Journal of Epidemiology Quality of Hospital Care Data & Methods
Demographics, medication use, and admission characteristics of patients hospitalized with diabetes in Ontario, Canada: A retrospective cohort study 2024 PloS One Data & Methods
A simple electronic medical record-based predictors of illness severity in sepsis (sepsis) score 2024 PLOS ONE Quality of Hospital Care Data & Methods
Characterizing medical patients with delirium: A cohort study comparing ICD-10 codes and a validated chart review method 2024 PLOS ONE Data & Methods
Advanced imaging use and delays among inpatients with psychiatric comorbidity 2024 Brain and Behavior Quality of Hospital Care Data & Methods
Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data 2024 arXiv Artificial Intelligence Data & Methods
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 Data & Methods
Characterizing the burden of biliary tract cancers across 28 hospitals in Ontario, Canada 2024 Cancer Quality of Hospital Care Data & Methods
Validity of hospital diagnostic codes to identify SARS-CoV-2 infections in reference to polymerase chain reaction results: a descriptive study 2023 CMAJ Open Data & Methods COVID-19
Automated identification of unstandardized medication data: a scalable and flexible data standardization pipeline using RxNorm on GEMINI multicenter hospital data 2023 JAMIA Open Data & Methods
FENDA-FL: Personalized federated learning on heterogeneous clinical datasets 2023 arXiv Data & Methods
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation 2023 arXiv Quality of Hospital Care Data & Methods Artificial Intelligence
Using the hospital frailty risk score to assess mortality risk in older medical patients admitted to the intensive care unit 2023 CMAJ Open Data & Methods Quality of Hospital Care
An update to the Kaiser Permanente inpatient risk adjustment methodology accurately predicts in-hospital mortality: a Retrospective cohort study 2023 J Gen Intern Med Quality of Hospital Care Data & Methods