


Full listing
The full list of publications can be viewed on Google Scholar, NCBI Bibliography, and PubMed Library. HealthRex Lab's research has been published in several esteemed journals, including but not limited to the New England Journal of Medicine, Journal of the American Medical Informatics Association, and BMJ Quality & Safety.

Selected Publications
AI and Machine Learning in Medicine
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
JAMIA, 2021
JAMIA, 2021
Machine learning for initial insulin estimation in hospitalized patients
JAMIA, 2021
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
Journal of Biomedical Informatics, 2018
New England Journal of Medicine, 2017
Machine Learning and Prediction in Medicine – Beyond the Peak of Inflated Expectations
Medical Decision Making
JAMA Network Open, 2022
Journal of American Medical Informatics Association, 2022
Journal of Biomedical Informatics, 2022
Clinical Biochemistry on Science Direct, 2022
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
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
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
International Journal of Medical Informatics, 2017
JAMIA, 2017
Med. Informatics Association, 2015
Opioids / Addiction Medicine
The Lancet, 2022
JAMA Intern Med., 2016
Distribution of Opioids by Different Types of Medicare Prescribers
Other
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]