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Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units

The triage processes prior to the assignation of healthcare resources in hospitals are some of the decision-making processes that more severely affect patients. This effect gets even worse in health emergency situations and intensive care units (ICUs). Aiming to facilitate the decision-making proces...

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Autores principales: Casal-Guisande, Manuel, Comesaña-Campos, Alberto, Cerqueiro-Pequeño, Jorge, Bouza-Rodríguez, José-Benito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954209/
https://www.ncbi.nlm.nih.gov/pubmed/35327064
http://dx.doi.org/10.3390/healthcare10030587
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author Casal-Guisande, Manuel
Comesaña-Campos, Alberto
Cerqueiro-Pequeño, Jorge
Bouza-Rodríguez, José-Benito
author_facet Casal-Guisande, Manuel
Comesaña-Campos, Alberto
Cerqueiro-Pequeño, Jorge
Bouza-Rodríguez, José-Benito
author_sort Casal-Guisande, Manuel
collection PubMed
description The triage processes prior to the assignation of healthcare resources in hospitals are some of the decision-making processes that more severely affect patients. This effect gets even worse in health emergency situations and intensive care units (ICUs). Aiming to facilitate the decision-making process, in this work the use of vague fuzzy numbers is proposed, aiming to define a multi-attribute patient hierarchization method to be used in emergency situations at hospital ICUs. The incorporation of fuzzy models allows for modelling the vagueness and uncertainty associated with decision criteria evaluation, with which more efficient support is provided to the decision-making process. After defining the methodology, the effectiveness of this new system for patient hierarchization is shown in a case study. As a consequence of that, it is proved that the integration of decision-support systems into healthcare environments results to be efficient and productive, suggesting that if a part of the decision process is supported by these systems, then the errors associated with wrong interpretations and/or diagnoses might be reduced.
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spelling pubmed-89542092022-03-26 Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units Casal-Guisande, Manuel Comesaña-Campos, Alberto Cerqueiro-Pequeño, Jorge Bouza-Rodríguez, José-Benito Healthcare (Basel) Article The triage processes prior to the assignation of healthcare resources in hospitals are some of the decision-making processes that more severely affect patients. This effect gets even worse in health emergency situations and intensive care units (ICUs). Aiming to facilitate the decision-making process, in this work the use of vague fuzzy numbers is proposed, aiming to define a multi-attribute patient hierarchization method to be used in emergency situations at hospital ICUs. The incorporation of fuzzy models allows for modelling the vagueness and uncertainty associated with decision criteria evaluation, with which more efficient support is provided to the decision-making process. After defining the methodology, the effectiveness of this new system for patient hierarchization is shown in a case study. As a consequence of that, it is proved that the integration of decision-support systems into healthcare environments results to be efficient and productive, suggesting that if a part of the decision process is supported by these systems, then the errors associated with wrong interpretations and/or diagnoses might be reduced. MDPI 2022-03-21 /pmc/articles/PMC8954209/ /pubmed/35327064 http://dx.doi.org/10.3390/healthcare10030587 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Casal-Guisande, Manuel
Comesaña-Campos, Alberto
Cerqueiro-Pequeño, Jorge
Bouza-Rodríguez, José-Benito
Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title_full Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title_fullStr Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title_full_unstemmed Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title_short Design and Definition of a New Decision Support System Aimed to the Hierarchization of Patients Candidate to Be Admitted to Intensive Care Units
title_sort design and definition of a new decision support system aimed to the hierarchization of patients candidate to be admitted to intensive care units
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954209/
https://www.ncbi.nlm.nih.gov/pubmed/35327064
http://dx.doi.org/10.3390/healthcare10030587
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