Prospective evaluation of a machine learning-based clinical decision support system (ViSIG) in reducing adverse outcomes for adult critically ill patients

Prospective evaluation of a machine learning-based clinical decision support system (ViSIG) in reducing adverse outcomes for adult critically ill patients

Introduction: Prospective clinical evaluations of decision support tools for the ICU are almost non-existent. We sought to test whether a novel clinical decision support tool called ViSIG, based on machine learning algorithms, could be delivered via a user interface to clinicians in real-time, and i...

Full description

Bibliographic Details
Main Authors: A.A. Kramer, M. LaFonte, I. El Husseini, R. Cary, S. Didcote, P. Maurer, F. Hastrup, J.S. Krinsley
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Critical care
Intensive care units
Prospective evaluation
Mortality prediction
Genetic algorithms
Optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002794

Internet

http://www.sciencedirect.com/science/article/pii/S2352914823002794

Similar Items