Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique

The COVID-19 pandemic has crippled the world population. Our present work aims to formulate a model to analyze the change in normal health conditions due to COVID-19 infection. For this purpose, we have collected data of seven parameters, namely, age, systolic pressure (SP), diastolic paper (DP), re...

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Autores principales: Majumder, Rabindranath, Adak, Sayani, Jana, Soovoojeet, Patra, Sova, Kar, T. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463057/
https://www.ncbi.nlm.nih.gov/pubmed/36105072
http://dx.doi.org/10.1007/s40995-022-01344-z
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author Majumder, Rabindranath
Adak, Sayani
Jana, Soovoojeet
Patra, Sova
Kar, T. K.
author_facet Majumder, Rabindranath
Adak, Sayani
Jana, Soovoojeet
Patra, Sova
Kar, T. K.
author_sort Majumder, Rabindranath
collection PubMed
description The COVID-19 pandemic has crippled the world population. Our present work aims to formulate a model to analyze the change in normal health conditions due to COVID-19 infection. For this purpose, we have collected data of seven parameters, namely, age, systolic pressure (SP), diastolic paper (DP), respiratory distress (RD), fasting blood sugar (FBS), cholesterol (CHL), and insomnia (INS) of 156 persons of Birnagar municipality, Nadia, India; before and after COVID-19 infection. Ultimately, using an adaptive neuro-fuzzy inference system (ANFIS), we have formulated our desired model, a Takagi–Sugeno fuzzy inference system. Further, with the help of this model, we have established one’s change in health condition with age due to COVID-19 infection. Finally, we have derived that older people are more affected by COVID-19 infection than younger people.
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spelling pubmed-94630572022-09-10 Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique Majumder, Rabindranath Adak, Sayani Jana, Soovoojeet Patra, Sova Kar, T. K. Iran J Sci Technol Trans A Sci Research Paper The COVID-19 pandemic has crippled the world population. Our present work aims to formulate a model to analyze the change in normal health conditions due to COVID-19 infection. For this purpose, we have collected data of seven parameters, namely, age, systolic pressure (SP), diastolic paper (DP), respiratory distress (RD), fasting blood sugar (FBS), cholesterol (CHL), and insomnia (INS) of 156 persons of Birnagar municipality, Nadia, India; before and after COVID-19 infection. Ultimately, using an adaptive neuro-fuzzy inference system (ANFIS), we have formulated our desired model, a Takagi–Sugeno fuzzy inference system. Further, with the help of this model, we have established one’s change in health condition with age due to COVID-19 infection. Finally, we have derived that older people are more affected by COVID-19 infection than younger people. Springer International Publishing 2022-09-10 2022 /pmc/articles/PMC9463057/ /pubmed/36105072 http://dx.doi.org/10.1007/s40995-022-01344-z Text en © The Author(s), under exclusive licence to Shiraz University 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 Research Paper
Majumder, Rabindranath
Adak, Sayani
Jana, Soovoojeet
Patra, Sova
Kar, T. K.
Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title_full Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title_fullStr Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title_full_unstemmed Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title_short Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique
title_sort change in normal health condition due to covid-19 infection: analysis by anfis technique
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463057/
https://www.ncbi.nlm.nih.gov/pubmed/36105072
http://dx.doi.org/10.1007/s40995-022-01344-z
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