Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review.

Anindya Pradipta Susanto David LyellBambang WidyantoroShlomo BerkovskyFarah Magrabi

Published in: Journal of the American Medical Informatics Association : JAMIA (2023)

ML-based CDS are being evaluated in many clinical areas. There remain many opportunities to apply and evaluate effects of ML-based CDS on decision-making, care delivery, and patient outcomes, particularly in resource-constrained settings.

Keyphrases

decision making
clinical decision support
machine learning
quantum dots
healthcare
palliative care
quality improvement
electronic health record
pain management
affordable care act
visible light