Full listing
The full list of publications can be viewed on Google Scholar, NCBI Bibliography, and PubMed Library.
Selected Publications
Nature Digital Medicine, 2024
JAMA Internal Medicine, 2023
JAMA Internal Medicine, 2023
Chatbot vs medical student performance on free-response clinical reasoning examinations
Addiction, 2023
Journal of the American Medical Informatics Association, 2023
AMIA Summits on Translational Science Proceedings, 2023
Journal of Biomedical Informatics, 2023
Journal of the American Medical Informatics Association, 2023
Team is brain: leveraging EHR audit log data for new insights into acute care processes
The American Journal of the Medical Sciences, 2023
What medicine can learn from game-playing artificial intelligence: The 1 in 10,000 move
Health Science Reports, 2023
Machine learning prediction of mild cognitive impairment and its progression to Alzheimer's disease
JMIR Publications, 2022
Journal of Antimicrobial Chemotherapy, 2022
BSAC Vanguard Series: Artificial Intelligence and Antibiotic Stewardship
JAMA, 2022
Nature Communications Medicine, 2022
Personalized Antibiograms For Machine Learning Driven Antibiotic Selection
JAMA Network Open, 2022
Journal of American Medical Informatics Association, 2022
Journal of Biomedical Informatics, 2022
Clinical Biochemistry, 2022
The Lancet, 2022
JAMIA, 2021
JAMIA, 2021
Machine learning for initial insulin estimation in hospitalized patients
JAMA, 2021
Yearbook of Medical Informatics, 2020
Clinical Decision Support and Implications for the Clinician Burnout Crisis
Annals of Internal Medicine, 2020
Inpatient Notes: Realizing the Promises of Hospital Electronic Order Sets
JAMIA, 2020
Annals of Internal Medicine, 2020
Research and Reporting Considerations for Observational Studies Using Electronic Health Record Data
JAMIA Open, 2020
ClinicNet: machine learning for personalized clinical order set recommendations
The American Journal of Bioethics, 2020
Planning for the Known Unknown: Machine Learning for Human Healthcare Systems
..
AMIA Summits on Translational Science Proceedings, 2019
A Machine Learning Approach to Predicting the Stability of Inpatient Lab Test Results
National Academy of Medicine, 2019
AMIA Summits on Translational Science Proceedings, 2019
Neural Networks for Clinical Order Decision Support
JAMA Network Open, 2019
Prevalence and Predictability of Low-Yield Inpatient Laboratory Diagnostic Tests
BMJ Quality & Safety, 2019
Journal of Biomedical Informatics, 2018
Intern Med, 2018
Acetaminophen or Tylenol? A Retrospective Analysis of Medication Digital Communication Practices
Journal of the American Medical Informatics Association, 2018
Impact of Problem-Based Charting on the Utilization and Accuracy of the Electronic Problem List
AMIA Summits on Translational Science Proceedings, 2018
Predicting Low Information Laboratory Diagnostic Tests
New England Journal of Medicine, 2017
Machine Learning and Prediction in Medicine – Beyond the Peak of Inflated Expectations
JAMA Intern Med., 2016
Distribution of Opioids by Different Types of Medicare Prescribers
JAMA Internal Medicine, 2016
Internal Medicine Resident Computer Usage: An Electronic Audit of an Inpatient Service
JAMA, 2016
The Patient You Least Want to See [A Piece of My Mind]
Med. Informatics Association, 2015