A simple electronic medical record-based predictors of illness severity in sepsis (sepsis) score
2024 PLOS ONE
Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models
2024 JAMA Network Open
Real-world use of glucocorticoids and clinical outcomes in adults hospitalized with community-acquired pneumonia on medical wards
2024 Journal of Hospital Medicine
Development and external validation of tools for categorizing diagnosis codes in international hospital data
2024 International Journal of Medical Informatics
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
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