Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323786134> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4323786134 abstract "COVID-19 is a type of disease that transmits a new variant of virus known as Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2) in the same novel coronavirus family as SARS-CoV and Middle East Respiratory Syndrome Coronovirus (MERS-COV). A fast method to detect the disease is essential to prevent larger transmission and to look after the infected patients. The Chest X-ray, one of the detection methods of COVID-19 can be used in the examination process of suspected cases. In this paper, a COVID-19 detection model through chest x-ray images is proposed by using Grey Level Co-occurrence Matrix (GLCM) with Support Vector Machine (SVM), K-Nearest Neighbor (KNN), and Backpropagation Artificial Neural Network (BP-ANN) classifiers. In this case, Principal Component Analysis (PCA) will be added as a mean to optimize features extraction process. The aim of this work is to find the best classifier for predicting chest x-ray images as normal, pneumonia, or COVID-19 suspect. The BP-ANN emerged as the best classifier with 85,5% accuracy, 85,8% precision, and 86,1% recall." @default.
- W4323786134 created "2023-03-11" @default.
- W4323786134 creator A5014505616 @default.
- W4323786134 creator A5042672930 @default.
- W4323786134 creator A5052793557 @default.
- W4323786134 creator A5080634966 @default.
- W4323786134 date "2023-01-01" @default.
- W4323786134 modified "2023-09-26" @default.
- W4323786134 title "COVID-19 prediction based on GLCM features of radiography image using SVM, KNN, and backpropagation ANN classifiers" @default.
- W4323786134 cites W2009245149 @default.
- W4323786134 cites W2150000644 @default.
- W4323786134 cites W2270626504 @default.
- W4323786134 cites W2280735432 @default.
- W4323786134 cites W2619676011 @default.
- W4323786134 cites W2810891630 @default.
- W4323786134 cites W2946869992 @default.
- W4323786134 cites W2997888743 @default.
- W4323786134 cites W2998271605 @default.
- W4323786134 cites W3004026249 @default.
- W4323786134 cites W3012189167 @default.
- W4323786134 cites W3012220773 @default.
- W4323786134 cites W3014561994 @default.
- W4323786134 cites W3016323062 @default.
- W4323786134 cites W3019449959 @default.
- W4323786134 cites W3025520558 @default.
- W4323786134 cites W3047617930 @default.
- W4323786134 cites W3088864412 @default.
- W4323786134 cites W4253327844 @default.
- W4323786134 doi "https://doi.org/10.1063/5.0115913" @default.
- W4323786134 hasPublicationYear "2023" @default.
- W4323786134 type Work @default.
- W4323786134 citedByCount "0" @default.
- W4323786134 crossrefType "proceedings-article" @default.
- W4323786134 hasAuthorship W4323786134A5014505616 @default.
- W4323786134 hasAuthorship W4323786134A5042672930 @default.
- W4323786134 hasAuthorship W4323786134A5052793557 @default.
- W4323786134 hasAuthorship W4323786134A5080634966 @default.
- W4323786134 hasBestOaLocation W43237861341 @default.
- W4323786134 hasConcept C12267149 @default.
- W4323786134 hasConcept C142724271 @default.
- W4323786134 hasConcept C148524875 @default.
- W4323786134 hasConcept C153180895 @default.
- W4323786134 hasConcept C154945302 @default.
- W4323786134 hasConcept C155032097 @default.
- W4323786134 hasConcept C27438332 @default.
- W4323786134 hasConcept C2779134260 @default.
- W4323786134 hasConcept C3008058167 @default.
- W4323786134 hasConcept C41008148 @default.
- W4323786134 hasConcept C50644808 @default.
- W4323786134 hasConcept C524204448 @default.
- W4323786134 hasConcept C52622490 @default.
- W4323786134 hasConcept C71924100 @default.
- W4323786134 hasConcept C95623464 @default.
- W4323786134 hasConceptScore W4323786134C12267149 @default.
- W4323786134 hasConceptScore W4323786134C142724271 @default.
- W4323786134 hasConceptScore W4323786134C148524875 @default.
- W4323786134 hasConceptScore W4323786134C153180895 @default.
- W4323786134 hasConceptScore W4323786134C154945302 @default.
- W4323786134 hasConceptScore W4323786134C155032097 @default.
- W4323786134 hasConceptScore W4323786134C27438332 @default.
- W4323786134 hasConceptScore W4323786134C2779134260 @default.
- W4323786134 hasConceptScore W4323786134C3008058167 @default.
- W4323786134 hasConceptScore W4323786134C41008148 @default.
- W4323786134 hasConceptScore W4323786134C50644808 @default.
- W4323786134 hasConceptScore W4323786134C524204448 @default.
- W4323786134 hasConceptScore W4323786134C52622490 @default.
- W4323786134 hasConceptScore W4323786134C71924100 @default.
- W4323786134 hasConceptScore W4323786134C95623464 @default.
- W4323786134 hasLocation W43237861341 @default.
- W4323786134 hasOpenAccess W4323786134 @default.
- W4323786134 hasPrimaryLocation W43237861341 @default.
- W4323786134 hasRelatedWork W2120008580 @default.
- W4323786134 hasRelatedWork W2126100045 @default.
- W4323786134 hasRelatedWork W2132729794 @default.
- W4323786134 hasRelatedWork W2147478239 @default.
- W4323786134 hasRelatedWork W2150085486 @default.
- W4323786134 hasRelatedWork W2160451891 @default.
- W4323786134 hasRelatedWork W2336974148 @default.
- W4323786134 hasRelatedWork W3004377704 @default.
- W4323786134 hasRelatedWork W4225691219 @default.
- W4323786134 hasRelatedWork W2345184372 @default.
- W4323786134 isParatext "false" @default.
- W4323786134 isRetracted "false" @default.
- W4323786134 workType "article" @default.