Boosting delirium identification accuracy with sentiment-based natural language processing: Mixed methods study 2022 JMIR Med Inform Quality of Hospital Care Artificial Intelligence
CyclOps: Cyclical development towards operationalizing ML models for health 2022 medRxiv Artificial Intelligence
Tools for categorization of diagnostic codes in hospital data: Operationalizing CCSR into a patient data repository 2022 medRxiv Data & Methods
Labelling chest x-ray reports using an open-source NLP and ML tool for text data binary classification 2022 Preprint (MedRxiv) Data & Methods
Variations in long-term care home resident hospitalizations before and during the COVID-19 pandemic in Ontario 2022 PLOS One Quality of Hospital Care COVID-19
Understanding how deferred consent affects patient characteristics and outcome: an exploratory analysis of a clinical trial of prone positioning for COVID-19 2022 J Clin Epidemiol Quality of Hospital Care COVID-19
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 Quality of Hospital Care Data & Methods
Rates of osmotic demyelination after rapid correction of sodium in hyponatremia, a multicenter cohort study of patients hospitalized with hyponatremia 2022 medRxiv Quality of Hospital Care
Predictors of ICU admission associated with gastrointestinal endoscopy in medical inpatients: A retrospective cohort study 2022 J Gastroenterol Hepatol Quality of Hospital Care
Association between non-English language and use of physical and chemical restraints among medical inpatients with delirium 2022 J Am Geriatr Soc Quality of Hospital Care
Canada’s response to the initial 2 years of the COVID-19 pandemic: comparison with peer countries 2022 CMAJ COVID-19
Physician Experience Design (PXD): More usable machine learning prediction for clinical decision making 2022 AMIA Annu Symp Proc Artificial Intelligence Quality of Hospital Care
The risk of death or unplanned readmission after discharge from a COVID-19 hospitalization in Alberta and Ontario 2022 CMAJ Quality of Hospital Care COVID-19
Prone positioning of patients with moderate hypoxaemia due to COVID-19: multicenter pragmatic randomized trial [COVID-PRONE] 2022 BMJ Quality of Hospital Care COVID-19
Diversity among health care leaders in Canada: a cross-sectional study of perceived gender and race 2022 CMAJ Quality of Hospital Care
Outcomes for upper gastrointestinal bleeding during the first wave of the COVID‐19 pandemic in the Toronto area 2022 GastroHep COVID-19
Outcomes in patients with and without disability admitted to hospital with COVID-19: a retrospective cohort study. 2022 CMAJ Quality of Hospital Care COVID-19