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Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model

Nursing medical histories are copied randomly, leading to the occurrence of incorrectly altered histories, and medical errors are on the rise year by year. Moreover, erroneous falsification of nursing medical history is a challenging issue that needs to be urgently addressed in domestic nursing medi...

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Detalles Bibliográficos
Autores principales: Lu, Wenjing, Jiang, Wei, Zhang, Na, Xue, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816552/
https://www.ncbi.nlm.nih.gov/pubmed/35126894
http://dx.doi.org/10.1155/2022/1088393
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author Lu, Wenjing
Jiang, Wei
Zhang, Na
Xue, Feng
author_facet Lu, Wenjing
Jiang, Wei
Zhang, Na
Xue, Feng
author_sort Lu, Wenjing
collection PubMed
description Nursing medical histories are copied randomly, leading to the occurrence of incorrectly altered histories, and medical errors are on the rise year by year. Moreover, erroneous falsification of nursing medical history is a challenging issue that needs to be urgently addressed in domestic nursing medical history. In this manuscript, a caregiver association method, which is based on a multiattribute decision model, is proposed which is specifically designed for the caregiver association selection problem in intelligent caregiving decision making. In this mode, through the selection and modeling of key performance indicators and the design of combined weights, the purpose of regulating the priority of attributes is achieved. At the same time, a comprehensive evaluation index is designed to realize the joint optimization of multiple attributes. Simulation results show that the proposed nursing workstation can not only tradeoff the quality of nursing staff experience and system performance but also balance the distribution of nursing work and effectively reduce the association delay and system energy consumption.
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spelling pubmed-88165522022-02-05 Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model Lu, Wenjing Jiang, Wei Zhang, Na Xue, Feng J Healthc Eng Research Article Nursing medical histories are copied randomly, leading to the occurrence of incorrectly altered histories, and medical errors are on the rise year by year. Moreover, erroneous falsification of nursing medical history is a challenging issue that needs to be urgently addressed in domestic nursing medical history. In this manuscript, a caregiver association method, which is based on a multiattribute decision model, is proposed which is specifically designed for the caregiver association selection problem in intelligent caregiving decision making. In this mode, through the selection and modeling of key performance indicators and the design of combined weights, the purpose of regulating the priority of attributes is achieved. At the same time, a comprehensive evaluation index is designed to realize the joint optimization of multiple attributes. Simulation results show that the proposed nursing workstation can not only tradeoff the quality of nursing staff experience and system performance but also balance the distribution of nursing work and effectively reduce the association delay and system energy consumption. Hindawi 2022-01-28 /pmc/articles/PMC8816552/ /pubmed/35126894 http://dx.doi.org/10.1155/2022/1088393 Text en Copyright © 2022 Wenjing Lu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Lu, Wenjing
Jiang, Wei
Zhang, Na
Xue, Feng
Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title_full Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title_fullStr Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title_full_unstemmed Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title_short Design of Intelligent Nursing Decision Support System Based on Multiattribute Decision Model
title_sort design of intelligent nursing decision support system based on multiattribute decision model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816552/
https://www.ncbi.nlm.nih.gov/pubmed/35126894
http://dx.doi.org/10.1155/2022/1088393
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