Correction rates and clinical outcomes in hospitalized adults with severe hyponatremia: A systematic review and meta-analysis
2024 JAMA
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
Ceftriaxone and the risk of ventricular arrhythmia, cardiac arrest, and death among patients receiving lansoprazole
2023 JAMA
Validity of hospital diagnostic codes to identify SARS-CoV-2 infections in reference to polymerase chain reaction results: a descriptive study
2023 CMAJ Open
ICD hospital diagnostic codes to identify SARS-CoV-2 infections are valid in reference to PCR results
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
S147 On-site ERCP availability does not impact cholangitis outcomes: A retrospective cohort study
2023 ACG
FENDA-FL: Personalized federated learning on heterogeneous clinical datasets
2023 arXiv