Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers.

Amir Kamel Rahimi Oliver Pienaar Moji Ghadimi Oliver J Canfell Jason D Pole Sally Shrapnel Anton H van der Vegt Clair Sullivan

Published in: Journal of medical Internet research (2024)

Significant issues exist in implementing AI in health care. Shifting from validating data sets to working with live data is challenging. This review incorporated the identified enablers and barriers into a 3-horizon framework, offering actionable recommendations for implementing AI analytics to achieve an LHS. The findings of this study can assist hospitals in steering their strategic planning toward successful adoption of AI.

Keyphrases

artificial intelligence
big data
healthcare
systematic review
electronic health record
machine learning
quality improvement
deep learning
meta analyses
clinical practice
health information
social media