FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3209917402> ?p ?o ?g. }

• W3209917402 endingPage "330" @default.
• W3209917402 startingPage "319" @default.
• W3209917402 abstract "The pandemic produced by coronavirus2 (COVID-19) has confined the world, and avoiding close human contact is still suggested to combat the outbreak although the vaccination campaigns. It is expectable that emerging technologies have prominent roles to play during this pandemic, and the use of Artificial Intelligence (AI) has been proved useful in this direction. The use of AI by researchers in developing novel models for diagnosis, classification, and prediction of COVID-19 has really assist reduce the spread of the outbreak. Therefore, this paper proposes a machine learning diagnostic system to combat the spread of COVID-19. Four machine learning algorithms: Random Forest (RF), XGBoost, and Light Gradient Boosting Machine (LGBM) were used for quick and better identification of potential COVID-19 cases. The dataset used contains COVID-19 symptoms and selects the relevant symptoms of the diagnosis of a suspicious individual. The experiments yielded the LGBM leading with an accuracy of 0.97, recall of 0.96, precision of 0.97, F1-Score of 0.96, and ROC of 0.97 respectively. The real-time data capture would effectively diagnose and monitor COVID-19 patients, as revealed by the results." @default.
• W3209917402 created "2021-11-08" @default.
• W3209917402 creator A5002289833 @default.
• W3209917402 creator A5004817721 @default.
• W3209917402 creator A5007410743 @default.
• W3209917402 creator A5031075507 @default.
• W3209917402 creator A5035234185 @default.
• W3209917402 creator A5047240643 @default.
• W3209917402 creator A5085915629 @default.
• W3209917402 date "2021-01-01" @default.
• W3209917402 modified "2023-10-14" @default.
• W3209917402 title "An Improved Machine Learnings Diagnosis Technique for COVID-19 Pandemic Using Chest X-ray Images" @default.
• W3209917402 cites W2433259561 @default.
• W3209917402 cites W2975961612 @default.
• W3209917402 cites W3003573988 @default.
• W3209917402 cites W3010702679 @default.
• W3209917402 cites W3011716991 @default.
• W3209917402 cites W3012846954 @default.
• W3209917402 cites W3013601031 @default.
• W3209917402 cites W3014059898 @default.
• W3209917402 cites W3014846667 @default.
• W3209917402 cites W3017069912 @default.
• W3209917402 cites W3021001507 @default.
• W3209917402 cites W3026419502 @default.
• W3209917402 cites W3035825675 @default.
• W3209917402 cites W3036552116 @default.
• W3209917402 cites W3048749423 @default.
• W3209917402 cites W3086039674 @default.
• W3209917402 cites W3091122297 @default.
• W3209917402 cites W3091132834 @default.
• W3209917402 cites W3093018673 @default.
• W3209917402 cites W3118694803 @default.
• W3209917402 cites W3132415829 @default.
• W3209917402 cites W3150382221 @default.
• W3209917402 cites W3183791252 @default.
• W3209917402 cites W3183828222 @default.
• W3209917402 cites W3196906808 @default.
• W3209917402 cites W3199518867 @default.
• W3209917402 doi "https://doi.org/10.1007/978-3-030-89654-6_23" @default.
• W3209917402 hasPublicationYear "2021" @default.
• W3209917402 type Work @default.
• W3209917402 sameAs 3209917402 @default.
• W3209917402 citedByCount "18" @default.
• W3209917402 countsByYear W32099174022022 @default.
• W3209917402 countsByYear W32099174022023 @default.
• W3209917402 crossrefType "book-chapter" @default.
• W3209917402 hasAuthorship W3209917402A5002289833 @default.
• W3209917402 hasAuthorship W3209917402A5004817721 @default.
• W3209917402 hasAuthorship W3209917402A5007410743 @default.
• W3209917402 hasAuthorship W3209917402A5031075507 @default.
• W3209917402 hasAuthorship W3209917402A5035234185 @default.
• W3209917402 hasAuthorship W3209917402A5047240643 @default.
• W3209917402 hasAuthorship W3209917402A5085915629 @default.
• W3209917402 hasConcept C100660578 @default.
• W3209917402 hasConcept C116675565 @default.
• W3209917402 hasConcept C116834253 @default.
• W3209917402 hasConcept C119857082 @default.
• W3209917402 hasConcept C142724271 @default.
• W3209917402 hasConcept C154945302 @default.
• W3209917402 hasConcept C15744967 @default.
• W3209917402 hasConcept C159047783 @default.
• W3209917402 hasConcept C169258074 @default.
• W3209917402 hasConcept C180747234 @default.
• W3209917402 hasConcept C2779134260 @default.
• W3209917402 hasConcept C3007834351 @default.
• W3209917402 hasConcept C3008058167 @default.
• W3209917402 hasConcept C41008148 @default.
• W3209917402 hasConcept C46686674 @default.
• W3209917402 hasConcept C524204448 @default.
• W3209917402 hasConcept C59822182 @default.
• W3209917402 hasConcept C70153297 @default.
• W3209917402 hasConcept C71924100 @default.
• W3209917402 hasConcept C81669768 @default.
• W3209917402 hasConcept C86803240 @default.
• W3209917402 hasConcept C89623803 @default.
• W3209917402 hasConceptScore W3209917402C100660578 @default.
• W3209917402 hasConceptScore W3209917402C116675565 @default.
• W3209917402 hasConceptScore W3209917402C116834253 @default.
• W3209917402 hasConceptScore W3209917402C119857082 @default.
• W3209917402 hasConceptScore W3209917402C142724271 @default.
• W3209917402 hasConceptScore W3209917402C154945302 @default.
• W3209917402 hasConceptScore W3209917402C15744967 @default.
• W3209917402 hasConceptScore W3209917402C159047783 @default.
• W3209917402 hasConceptScore W3209917402C169258074 @default.
• W3209917402 hasConceptScore W3209917402C180747234 @default.
• W3209917402 hasConceptScore W3209917402C2779134260 @default.
• W3209917402 hasConceptScore W3209917402C3007834351 @default.
• W3209917402 hasConceptScore W3209917402C3008058167 @default.
• W3209917402 hasConceptScore W3209917402C41008148 @default.
• W3209917402 hasConceptScore W3209917402C46686674 @default.
• W3209917402 hasConceptScore W3209917402C524204448 @default.
• W3209917402 hasConceptScore W3209917402C59822182 @default.
• W3209917402 hasConceptScore W3209917402C70153297 @default.
• W3209917402 hasConceptScore W3209917402C71924100 @default.
• W3209917402 hasConceptScore W3209917402C81669768 @default.
• W3209917402 hasConceptScore W3209917402C86803240 @default.
• W3209917402 hasConceptScore W3209917402C89623803 @default.
• W3209917402 hasLocation W32099174021 @default.

• next