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Enhancing Risk-Adjusted EWMA Control Chart Utilizing Artificial Neural Networks

Abstract This study focuses on implementing a quality framework to improve patient quality and safety in healthcare. Evaluating the performance of healthcare services, especially under different patient health conditions poses significant challenges. We used the artificial neural networks (ANN) mode...

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Principais autores: Abdullah Ali H. Ahmadini, Imad Khan, Hadeel AlQadi, Saddam Hussain
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2024-10-01
Serier:Journal of Statistical Theory and Applications (JSTA)
Fag:
Statistical process control
Artificial neural networks
Machine learning
Control chart
EWMA
Online adgang:https://doi.org/10.1007/s44199-024-00094-8
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