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
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
Optimizing inter-hospital patient transfer decisions during a pandemic: A queueing network approach
2021 SSRN
Assessing the utility of lymphocyte count to diagnose COVID-19
2021 medRxiv
Comparing characteristics and outcomes of cancer to non-cancer patients admitted to general internal medicine (GIM)
2020 Journal of Clinical Oncology
Assessing the quality of clinical and administrative data extracted from hospitals: the General Medicine Inpatient Initiative (GEMINI) experience
2020 J Am Med Inform Assoc
Appropriateness of peripherally inserted central catheter use among general medical inpatients: an observational study using routinely collected data
2020 BMJ Q&S
Prevalence and costs of discharge diagnoses in inpatient general internal medicine
2018 J Gen Intern Med