Using machine learning to identify top predictors for nurses’ willingness to report medication errors

Using machine learning to identify top predictors for nurses’ willingness to report medication errors

This paper presents a novel methodology to analyze nurses’ willingness to report medication errors. Parallel Extreme Learning Machines were applied to identify the top interpersonal and organizational predictors and Self-Organizing Maps to create comprehensive visualization. The results of the data...

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Bibliographic Details
Main Authors: Renjie Hu, Amany Farag, Kaj-Mikael Björk, Amaury Lendasse
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Array
Subjects:
Variable selection
Data visualization
Dimensionality reduction
Extreme learning machines
Self-organizing maps
Medication error reporting
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005620300345

Internet

http://www.sciencedirect.com/science/article/pii/S2590005620300345

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