Decoding machine learning in nursing research: A scoping review of effective algorithms.

ABSTRACT:

Introduction

The rapid evolution of artificial intelligence (AI) technology has revolutionized healthcare, particularly through the integration of AI into health information systems. This transformation has significantly impacted the roles of nurses and nurse practitioners, prompting extensive research to assess the effectiveness of AI-integrated systems. This scoping review focuses on machine learning (ML) used in nursing, specifically investigating ML algorithms, model evaluation methods, areas of focus related to nursing, and the most effective ML algorithms.

Design

The scoping review followed the Preferred Reporting Items for Systematic Review and Meta-Analysis Extension for Scoping Reviews (PRISMA-ScR) guidelines.

Methods

A structured search was performed across

SUBMITTER: Choi J 

PROVIDER: S-EPMC11771615 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature