Correction rates and clinical outcomes in hospitalized adults with severe hyponatremia: A systematic review and meta-analysis
2024 JAMA
Demographics, medication use, and admission characteristics of patients hospitalized with diabetes in Ontario, Canada: A retrospective cohort study
2024 PloS One
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
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
FENDA-FL: Personalized federated learning on heterogeneous clinical datasets
2023 arXiv
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
2023 arXiv
Using the hospital frailty risk score to assess mortality risk in older medical patients admitted to the intensive care unit
2023 CMAJ Open
An update to the Kaiser Permanente inpatient risk adjustment methodology accurately predicts in-hospital mortality: a Retrospective cohort study
2023 J Gen Intern Med
Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models
2023 Preprint (MedRxiv)
Tools for categorization of diagnostic codes in hospital data: Operationalizing CCSR into a patient data repository
2022 medRxiv
Labelling chest x-ray reports using an open-source NLP and ML tool for text data binary classification
2022 Preprint (MedRxiv)
Methodology paper for the General Medicine Inpatient Initiative Medical Education Database (GEMINI MedED): a retrospective cohort study of internal medicine resident case-mix, clinical care and patient outcomes
2022 BMJ Open