Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection

The coronavirus disease (COVID-19), is an ongoing global pandemic caused by severe acute respiratory syndrome. Chest Computed Tomography (CT) is an effective method for detecting lung illnesses, including COVID-19. However, the CT scan is expensive and time-consuming. Therefore, this work focus on d...

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Bibliographic Details
Published in:	PloS one Vol. 15; no. 12; p. e0242899
Main Authors:	Albadr, Musatafa Abbas Abbood, Tiun, Sabrina, Ayob, Masri, AL-Dhief, Fahad Taha, Omar, Khairuddin, Hamzah, Faizal Amri
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 15.12.2020 Public Library of Science (PLoS)
Subjects:	Algorithms Biology and Life Sciences Computer and Information Sciences COVID-19 - diagnosis COVID-19 - diagnostic imaging COVID-19 - physiopathology Genetic algorithms Humans Lung - diagnostic imaging Lung - physiopathology Lung - virology Machine Learning Mathematical optimization Medicine and Health Sciences Neural Networks, Computer Physical Sciences Research and Analysis Methods SARS-CoV-2 - isolation & purification SARS-CoV-2 - pathogenicity Support Vector Machine Thorax - diagnostic imaging Thorax - physiopathology Thorax - virology Tomography, X-Ray Computed Pakistan
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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