Feature Publication
Characteristics and outcomes of hospital admissions for COVID-19 and influenza in the Toronto area
2021 CMAJ
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
A simple electronic medical record-based predictors of illness severity in sepsis (SEPSIS) score
2023 Open Forum Infect Dis
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
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
Identifying clusters of coexisting conditions and outcomes in adults hospitalized with community-acquired pneumonia: A multicentre cohort study
2023 CMAJ Open
Physician antimicrobial prescribing and patient outcomes on general medical wards: a multicentre retrospective cohort study
2023 CMAJ
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
2023 arXiv
Comparative effectiveness of first-line and alternative antibiotic regimens in hospitalized patients with non-severe community acquired pneumonia: A multi-centre retrospective cohort study.
2023 Chest
Temporal clustering of critical illness events on medical wards
2023 JAMA Intern Med
Understanding how post-COVID-19 condition affects adults and health care systems
2023 JAMA Health Forum
Using the hospital frailty risk score to assess mortality risk in older medical patients admitted to the intensive care unit
2023 CMAJ Open
Data-driven approach to identifying potential laboratory overuse in general internal medicine (GIM) inpatients.
2023 BMJ Open Qual