Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data
2024 arXiv
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
Identifying clusters of coexisting conditions and outcomes in adults hospitalized with community-acquired pneumonia: A multicentre cohort study
2023 CMAJ Open
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
2023 arXiv
Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models
2023 Preprint (MedRxiv)
Boosting delirium identification accuracy with sentiment-based natural language processing: Mixed methods study
2022 JMIR Med Inform
CyclOps: Cyclical development towards operationalizing ML models for health
2022 medRxiv
Physician Experience Design (PXD): More usable machine learning prediction for clinical decision making
2022 AMIA Annu Symp Proc
Developing and validating natural language processing algorithms for radiology reports compared to ICD-10 codes for identifying venous thromboembolism in hospitalized medical patients
2022 Thromb Res