Using nursing data for machine learning-based prediction modeling in intensive care units: A scoping review.
Journal:
International journal of nursing studies
Published Date:
Jun 7, 2025
Abstract
BACKGROUND: Nursing data can help detect patient deterioration early and predict patient outcomes. Moreover, rapid advancements in machine learning have highlighted the need for clinical prognosis prediction models for intensive care unit patients. Although prediction models that incorporate nursing data generated during the care of critically ill patients are increasing, a comprehensive understanding of the specific types of nursing data utilized and these models to predict health outcomes has not yet been achieved.
