Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]

COVID-19 and swine-origin influenza A (H1N1) are both pandemics that sparked significant concern worldwide. These two viruses have the same symptoms and occur at a collision timeline. Optimized Parallel Inception (OPI) presents a new strategy to screen the COVID-19 from H1N1 with use of only symptom...

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Autores principales: Tavakolian, Alireza, Hajati, Farshid, Rezaee, Alireza, Fasakhodi, Amirhossein Oliaei, Uddin, Shahadat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier B.V. 2022
Materias:
Original Software Publication
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221174/
https://www.ncbi.nlm.nih.gov/pubmed/35765602
http://dx.doi.org/10.1016/j.simpa.2022.100337
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author Tavakolian, Alireza
Hajati, Farshid
Rezaee, Alireza
Fasakhodi, Amirhossein Oliaei
Uddin, Shahadat
author_facet Tavakolian, Alireza
Hajati, Farshid
Rezaee, Alireza
Fasakhodi, Amirhossein Oliaei
Uddin, Shahadat
author_sort Tavakolian, Alireza
collection PubMed
description COVID-19 and swine-origin influenza A (H1N1) are both pandemics that sparked significant concern worldwide. These two viruses have the same symptoms and occur at a collision timeline. Optimized Parallel Inception (OPI) presents a new strategy to screen the COVID-19 from H1N1 with use of only symptoms. In this paper, the process of preprocessing, screening, and specifying feature importance by OPI and particle swarm optimization is presented. Experimental results indicate 98.88 accuracy for screening COVID-19, H1N1, and Neither COVID-19 Nor H1N1.
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spelling pubmed-92211742022-06-24 Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text] Tavakolian, Alireza Hajati, Farshid Rezaee, Alireza Fasakhodi, Amirhossein Oliaei Uddin, Shahadat Softw Impacts Original Software Publication COVID-19 and swine-origin influenza A (H1N1) are both pandemics that sparked significant concern worldwide. These two viruses have the same symptoms and occur at a collision timeline. Optimized Parallel Inception (OPI) presents a new strategy to screen the COVID-19 from H1N1 with use of only symptoms. In this paper, the process of preprocessing, screening, and specifying feature importance by OPI and particle swarm optimization is presented. Experimental results indicate 98.88 accuracy for screening COVID-19, H1N1, and Neither COVID-19 Nor H1N1. The Author(s). Published by Elsevier B.V. 2022-08 2022-06-22 /pmc/articles/PMC9221174/ /pubmed/35765602 http://dx.doi.org/10.1016/j.simpa.2022.100337 Text en © 2022 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Original Software Publication
Tavakolian, Alireza
Hajati, Farshid
Rezaee, Alireza
Fasakhodi, Amirhossein Oliaei
Uddin, Shahadat
Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title_full Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title_fullStr Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title_full_unstemmed Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title_short Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software [Image: see text]
title_sort source code for optimized parallel inception: a fast covid-19 screening software [image: see text]
topic Original Software Publication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221174/
https://www.ncbi.nlm.nih.gov/pubmed/35765602
http://dx.doi.org/10.1016/j.simpa.2022.100337
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