Optimizing the efficiency and effectiveness of data quality assurance in a multicenter clinical dataset
2025 JAMIA
Evaluating risks and benefits of Newer Diabetes medications when Used in Routine care (ENDURe)
2025 medRxiv
On-site ERCP availability and cholangitis outcomes: Retrospective cohort study
2025 Endosc Int Open
Patient Complexity, Social Factors, and Hospitalization Outcomes at Academic and Community Hospitals
2025 JAMA
Variation in Case Exposure During Internal Medicine Residency
2024 JAMA
Correction rates and clinical outcomes in hospitalized adults with severe hyponatremia: A systematic review and meta-analysis
2024 JAMA
Effect of disability, homelessness, and neighborhood marginalization on risk-adjustment for hospital performance measurement
2024 American Journal of Epidemiology
Association of sodium glucose co-transporter-2 inhibitors with risk of diabetic ketoacidosis among hospitalized patients: A multicentre cohort study
2024 Journal of Diabetes and its Complications
Demographics, medication use, and admission characteristics of patients hospitalized with diabetes in Ontario, Canada: A retrospective cohort study
2024 PloS One
ECG-FM: An open electrocardiogram foundation model
2024 arXiv
A comprehensive view of personalized federated learning on heterogeneous clinical datasets
2024 arXiv
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
Grand rounds in methodology: key considerations for implementing machine learning solutions in quality improvement initiatives
2023 BMJ Qual Saf