Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations

A Clinician’s Guide to Running Custom Machine-Learning Models in an Electronic Health Record Environment

(2023) Alexander J. Ryu et al.   MAYO CLINIC PROCEEDINGS

A framework for the oversight and local deployment of safe and high-quality prediction models

(2022) Armando D Bedoya et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients

(2021) Andrew Wong et al.   JAMA Internal Medicine

Designing, Conducting, and Reporting Clinical Decision Support Studies: Recommendations and Call to Action

(2020) Kensaku Kawamoto et al.   ANNALS OF INTERNAL MEDICINE

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

(2020) Xiaoxuan Liu et al.   NATURE MEDICINE

Addressing Bias in Artificial Intelligence in Health Care

(2019) Ravi B. Parikh et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Clinical Decision Support in the Era of Artificial Intelligence

(2018) Edward H. Shortliffe et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION