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An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases

Covid-19 is an epidemic that has spread rapidly around the world and be direct damages the lung in recent years. Many researchers struggled for months trying to find a diagnosis and therapy for this epidemic. As a result of these studies, they have identified common of many symptoms of the epidemic...

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Autores principales: Karataş, Elif, Ozturk, Taha Yasin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758685/
http://dx.doi.org/10.1007/s41660-022-00290-y
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author Karataş, Elif
Ozturk, Taha Yasin
author_facet Karataş, Elif
Ozturk, Taha Yasin
author_sort Karataş, Elif
collection PubMed
description Covid-19 is an epidemic that has spread rapidly around the world and be direct damages the lung in recent years. Many researchers struggled for months trying to find a diagnosis and therapy for this epidemic. As a result of these studies, they have identified common of many symptoms of the epidemic disease with some lung diseases like flu, colds and even allergies. It can say that it is difficult to determine the exact disease type as lung diseases show similar symptoms. Because the elements of indeterminacy and falsehood are commonly ignored in practical assessments, it’s difficult to identify precision can’t anticipate the period of therapy and in the patient’s progress history. In order to after eliminate this uncertainty decide on the definitive diagnosis, a mathematical model was put forward by using neutrosophic soft set theory and function properties of this theory. These concepts are necessary and sufficient to accurately diagnose diseases by connecting with mathematical modeling. This study makes easier to establish a link between patients’ symptoms and therapy patterns. A table is created in fuzzy interval [0, 1] for put in order the type of disease among various lung diseases. Diagnosing the disease and finding the best therapy depends on the neutrosophic soft mapping. Finally the generalized neutrosophic soft mapping are utilized map to help predict the duration of therapy until the disease is cured.
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spelling pubmed-97586852022-12-19 An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases Karataş, Elif Ozturk, Taha Yasin Process Integr Optim Sustain Original Research Paper Covid-19 is an epidemic that has spread rapidly around the world and be direct damages the lung in recent years. Many researchers struggled for months trying to find a diagnosis and therapy for this epidemic. As a result of these studies, they have identified common of many symptoms of the epidemic disease with some lung diseases like flu, colds and even allergies. It can say that it is difficult to determine the exact disease type as lung diseases show similar symptoms. Because the elements of indeterminacy and falsehood are commonly ignored in practical assessments, it’s difficult to identify precision can’t anticipate the period of therapy and in the patient’s progress history. In order to after eliminate this uncertainty decide on the definitive diagnosis, a mathematical model was put forward by using neutrosophic soft set theory and function properties of this theory. These concepts are necessary and sufficient to accurately diagnose diseases by connecting with mathematical modeling. This study makes easier to establish a link between patients’ symptoms and therapy patterns. A table is created in fuzzy interval [0, 1] for put in order the type of disease among various lung diseases. Diagnosing the disease and finding the best therapy depends on the neutrosophic soft mapping. Finally the generalized neutrosophic soft mapping are utilized map to help predict the duration of therapy until the disease is cured. Springer Nature Singapore 2022-12-17 2023 /pmc/articles/PMC9758685/ http://dx.doi.org/10.1007/s41660-022-00290-y Text en © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Research Paper
Karataş, Elif
Ozturk, Taha Yasin
An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title_full An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title_fullStr An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title_full_unstemmed An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title_short An Application Method for the use of Neutrosophic Soft Mappings in Decision-Making the Diagnosis of Covid-19 and Other Lung Diseases
title_sort application method for the use of neutrosophic soft mappings in decision-making the diagnosis of covid-19 and other lung diseases
topic Original Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758685/
http://dx.doi.org/10.1007/s41660-022-00290-y
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