An update to the Kaiser Permanente inpatient risk adjustment methodology accurately predicts in-hospital mortality: a Retrospective cohort study 2023 J Gen Intern Med Quality of Hospital Care Data & Methods
Physician recommendations in the setting of code status discussions: A multi-centre cohort study 2023 ATS Quality of Hospital Care
Evaluating the comparability of care for persons admitted to Toronto area hospitals with acute severe ulcerative colitis 2023 JCAG Quality of Hospital Care
Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models 2023 Preprint (MedRxiv) Artificial Intelligence Data & Methods
Osmotic demyelination syndrome in patients hospitalized with hyponatremia 2023 NEJM Evidence Quality of Hospital Care
Analysis of resident and attending physician end-of-rotation changeover days and association with patient length of stay 2023 JAMA Netw Open Quality of Hospital Care
Imaging delays among medical inpatients in Toronto, Ontario: A cohort study 2023 PLOS One Quality of Hospital Care
EMERGE: Evaluating the value of measuring random plasma glucose values for managing hyperglycemia in the inpatient setting 2023 J Gen Intern Med Quality of Hospital Care
Assessing common and potentially modifiable symptoms of post-COVID-19 condition (long COVID) in adults 2023 CMAJ Quality of Hospital Care COVID-19
Diagnosing post-COVID-19 condition (long COVID) in adults 2023 CMAJ Quality of Hospital Care COVID-19
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 COVID-19 Quality of Hospital Care
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