Keyword collection

machine learning Nursing Research

Curated nursing research articles for the keyword machine learning.

Editorial context

How to use this collection

This focused index connects 1 reviewed record using the editorial keyword machine learning. Keywords support discovery; they do not replace a full reading of the methods, findings, and limitations.

What is included

The record carries the machine learning keyword.
The record is publicly approved.
Related topic and source links are provided where the metadata supports them.

The American journal of emergency medicine / 2026 / United States

Validation of a machine learning model for predicting early deterioration in the emergency department.

This 2026 study validates two XGBoost ML models using structured ED data and BioClinicalBERT embeddings from nursing notes to predict early deterioration (ICU admission/death within 7 days). Model B, prioritizing...

Clinical Simulation