Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312321143> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4312321143 abstract "The COVID-19 pandemic has claimed many lives. The diagnosis is made to prevent the spread of COVID-19. One of the diagnostic methods that have now become the gold standard is RT-PCR, but this method still has shortcomings in terms of accuracy so it is at risk of causing inaccurate decision-making. The use of medical imaging techniques such as CXR and chest CT scans in the diagnosis of COVID-19 is considered to be able to increase the accuracy of COVID-19 detection so that the risk of making inappropriate decisions can be minimized. Compared to a chest CT scan, CXR is considered superior in terms of price and availability so with these advantages the use of CXR is more effective in diagnosing COVID-19. However, it should be noted that in terms of performance, the chest CT scan far outperformed CXR. For CXR to be better utilized, image enhancement techniques are applied and combined with several classification algorithms. The experiments on two datasets showed that applying BCET (Balance Contrast Enhancement Technique) prior to classifying consistently outperforms other classification methods without enhancement techniques on other compared methods. Moreover, the SVM algorithm achieved the best classification results for all image types in both datasets by scoring the highest AUC compared to other algorithms." @default.
- W4312321143 created "2023-01-04" @default.
- W4312321143 creator A5009122498 @default.
- W4312321143 creator A5052020601 @default.
- W4312321143 creator A5090404821 @default.
- W4312321143 date "2022-10-18" @default.
- W4312321143 modified "2023-10-01" @default.
- W4312321143 title "Image Enhancement Techniques on Chest X-Ray Images to Improve COVID-19 Detection" @default.
- W4312321143 cites W2136118810 @default.
- W4312321143 cites W2549261314 @default.
- W4312321143 cites W2912250162 @default.
- W4312321143 cites W3001069493 @default.
- W4312321143 cites W3006426198 @default.
- W4312321143 cites W3013277995 @default.
- W4312321143 cites W3021001507 @default.
- W4312321143 cites W3026419502 @default.
- W4312321143 cites W3051229043 @default.
- W4312321143 cites W3087010621 @default.
- W4312321143 cites W3091787675 @default.
- W4312321143 cites W3128696683 @default.
- W4312321143 cites W3130186784 @default.
- W4312321143 cites W3135057764 @default.
- W4312321143 cites W3137749573 @default.
- W4312321143 cites W3148789942 @default.
- W4312321143 cites W3156922673 @default.
- W4312321143 cites W3157400239 @default.
- W4312321143 cites W3194454117 @default.
- W4312321143 cites W3204899787 @default.
- W4312321143 cites W4200294955 @default.
- W4312321143 cites W4221086917 @default.
- W4312321143 cites W4243045026 @default.
- W4312321143 doi "https://doi.org/10.1109/ibiomed56408.2022.9987990" @default.
- W4312321143 hasPublicationYear "2022" @default.
- W4312321143 type Work @default.
- W4312321143 citedByCount "0" @default.
- W4312321143 crossrefType "proceedings-article" @default.
- W4312321143 hasAuthorship W4312321143A5009122498 @default.
- W4312321143 hasAuthorship W4312321143A5052020601 @default.
- W4312321143 hasAuthorship W4312321143A5090404821 @default.
- W4312321143 hasConcept C116675565 @default.
- W4312321143 hasConcept C119857082 @default.
- W4312321143 hasConcept C12267149 @default.
- W4312321143 hasConcept C124101348 @default.
- W4312321143 hasConcept C126838900 @default.
- W4312321143 hasConcept C142724271 @default.
- W4312321143 hasConcept C153180895 @default.
- W4312321143 hasConcept C154945302 @default.
- W4312321143 hasConcept C159047783 @default.
- W4312321143 hasConcept C2779134260 @default.
- W4312321143 hasConcept C3006700255 @default.
- W4312321143 hasConcept C3008058167 @default.
- W4312321143 hasConcept C40993552 @default.
- W4312321143 hasConcept C41008148 @default.
- W4312321143 hasConcept C524204448 @default.
- W4312321143 hasConcept C534262118 @default.
- W4312321143 hasConcept C71924100 @default.
- W4312321143 hasConceptScore W4312321143C116675565 @default.
- W4312321143 hasConceptScore W4312321143C119857082 @default.
- W4312321143 hasConceptScore W4312321143C12267149 @default.
- W4312321143 hasConceptScore W4312321143C124101348 @default.
- W4312321143 hasConceptScore W4312321143C126838900 @default.
- W4312321143 hasConceptScore W4312321143C142724271 @default.
- W4312321143 hasConceptScore W4312321143C153180895 @default.
- W4312321143 hasConceptScore W4312321143C154945302 @default.
- W4312321143 hasConceptScore W4312321143C159047783 @default.
- W4312321143 hasConceptScore W4312321143C2779134260 @default.
- W4312321143 hasConceptScore W4312321143C3006700255 @default.
- W4312321143 hasConceptScore W4312321143C3008058167 @default.
- W4312321143 hasConceptScore W4312321143C40993552 @default.
- W4312321143 hasConceptScore W4312321143C41008148 @default.
- W4312321143 hasConceptScore W4312321143C524204448 @default.
- W4312321143 hasConceptScore W4312321143C534262118 @default.
- W4312321143 hasConceptScore W4312321143C71924100 @default.
- W4312321143 hasLocation W43123211431 @default.
- W4312321143 hasOpenAccess W4312321143 @default.
- W4312321143 hasPrimaryLocation W43123211431 @default.
- W4312321143 hasRelatedWork W2041399278 @default.
- W4312321143 hasRelatedWork W2099369243 @default.
- W4312321143 hasRelatedWork W2120008580 @default.
- W4312321143 hasRelatedWork W2136184105 @default.
- W4312321143 hasRelatedWork W2163073107 @default.
- W4312321143 hasRelatedWork W3194539120 @default.
- W4312321143 hasRelatedWork W4205958290 @default.
- W4312321143 hasRelatedWork W4223656335 @default.
- W4312321143 hasRelatedWork W2187500075 @default.
- W4312321143 hasRelatedWork W2345184372 @default.
- W4312321143 isParatext "false" @default.
- W4312321143 isRetracted "false" @default.
- W4312321143 workType "article" @default.