Amol A. Verma

St. Michael's Hospital — Canada

Medicine · Health Sciences

27h-index2.7kcitations199works3.12yr avg
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Research Topics

Emergency and Acute Care Studies(27), Healthcare cost, quality, practices(20), Machine Learning in Healthcare(19), Sepsis Diagnosis and Treatment(17), Healthcare Policy and Management(12)

Publications198 total

The engagement equation: a model for understanding what drives voluntary physician engagement with data-driven clinical performance feedback
Implementation Science Communications·2025Open Access
Predicting Glucose Test Ordering in Hospitalized Patients Using Temporal Models of Clinical Context Embeddings
Proceedings of the AAAI Symposium Series·2025Open Access
Interpretable Fine-Gray Deep Survival Model for Competing Risks: Predicting Post-Discharge Foot Complications for Diabetic Patients in Ontario
arXiv (Cornell University)·2025Open Access
Evaluating sociodemographic bias in a deployed machine-learned patient deterioration model
JAMIA Open·2025Open Access
Red Cell Transfusion in General Medicine Patients at Teaching and Non-teaching Hospitals: A Retrospective Cohort Analysis
Journal of General Internal Medicine·2025Open Access
Association of Inpatient Prescribing of First‐Generation Antihistamines With Delirium in Older Adults: A Cross‐Sectional Study
Journal of the American Geriatrics Society·2025· 2 cited
Endogenous Aggregation of Multiple Data Envelopment Analysis Scores for Large Data Sets
arXiv (Cornell University)·2025Open Access
Applying an implementation science lens to understand physician-level variation in patient length of stay in internal medicine
BMC Health Services Research·2025Open Access
A Program to Reduce Emergency Department Transfers and Build Long-Term Care Home Capacity: A Mixed-Methods Study
Journal of the American Medical Directors Association·2025Open Access
Plasma transfusion practice: A five‐year audit of plasma transfusion at 23 hospitals
Transfusion·2025Open Access
A national atlas to improve the study of Canadians living with long COVID (post-COVID-19 condition)
Canadian Journal of Public Health·2025
Energy Considerations for Scaling Artificial Intelligence Adoption in Medicine: First Do No Harm
NEJM AI·2025· 1 cited
Perspectives of family medicine residents on artificial intelligence for survival estimation in patients with serious illness
PLOS Digital Health·2025Open Access
The engagement equation: A model for understanding what drives physician engagement with data-driven clinical performance feedback
2025· 1 citedOpen Access
Oseltamivir Treatment vs Supportive Care for Seasonal Influenza Requiring Hospitalization
JAMA Network Open·2025· 5 citedOpen Access
Detecting and Remediating Harmful Data Shifts for the Responsible Deployment of Clinical AI Models
JAMA Network Open·2025· 21 citedOpen Access
Clarithromycin Versus Azithromycin for Community‐Acquired Pneumonia and the Risk of Major Adverse Cardiovascular Events: A Multicentre Cohort Study Using Data From Canada and Denmark
Pharmacoepidemiology and Drug Safety·2025· 1 citedOpen Access
Evaluating the process of care for persons admitted to Toronto area hospitals with acute severe ulcerative colitis
Journal of the Canadian Association of Gastroenterology·2025Open Access
Using interpretable survival analysis to assess hospital length of stay
BMC Health Services Research·2025· 1 citedOpen Access
Machine learning identifies prognosticators of intracranial metastatic disease in patients with breast or lung cancer
2025Open Access
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Frequent Co-authors

Fahad Razak(38), Terence Tang(16), Lauren Lapointe‐Shaw(15), Janice L. Kwan(14), Shail Rawal(14), Adina Weinerman(14), Michael Fralick(11), Muhammad Mamdani(10), Yishan Guo(9), Allan S. Detsky(7), Chloé Pou-Prom(6), Hae Young Jung(6), Saeha Shin(5), Joshua Murray(4), Marzyeh Ghassemi(4), Michael Colacci(4), Kieran L. Quinn(4), Laura C. Rosella(4), Sudipta Saha(4), Sarah Malecki(3)