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Colorful Book Spines
Publications Medical Informatics Research

Full listing

Google Scholar Research

The full list of publications can be viewed on Google ScholarNCBI Bibliography, and PubMed Library.

Publications and Journals

Selected Publications

Nature Digital Medicine, 2024

Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine

JAMA Internal Medicine, 2023

How Chatbots and Large Language Model Artificial Intelligence Systems Will Reshape Modern Medicine: Fountain of Creativity or Pandora’s Box?

JAMA Internal Medicine, 2023

Chatbot vs medical student performance on free-response clinical reasoning examinations


Addiction, 2023

The ChatGPT therapist will see you now: Navigating generative artificial intelligence's potential in addiction medicine research and patient care


Journal of the American Medical Informatics Association, 2023

DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record

AMIA Summits on Translational Science Proceedings, 2023

Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection

Journal of Biomedical Informatics, 2023

Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning

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


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

Potential Trade-Offs and Unintended Consequences of AI in Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril

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

When order sets do not align with clinician workflow: assessing practice patterns in the electronic health record

Journal of Biomedical Informatics, 2018

An Evaluation of Clinical Order Patterns Machine-Learned from Clinician Cohorts Stratified by Patient Mortality Outcomes

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

OrderRex: clinical order decision support and outcome predictions by data-mining electronic medical records

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