AI-Powered early warning systems for clinical deterioration significantly improve patient outcomes: a meta-analysis.
Journal:
BMC medical informatics and decision making
Published Date:
Jun 2, 2025
Abstract
BACKGROUND: Clinical deterioration is often preceded by subtle physiological changes that, if unheeded, can lead to adverse patient outcomes. The precision of traditional scoring systems in detecting these precursors has limitations, prompting the exploration of AI-based predictive models as a means to enhance predictive accuracy and, consequently, patient outcomes.