Matches in SemOpenAlex for { <https://semopenalex.org/work/W2715203476> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2715203476 endingPage "134" @default.
- W2715203476 startingPage "130" @default.
- W2715203476 abstract "Lung cancer is the leading cancer killer throughout the world. Despite the boost in technology that has enhanced diagnostic and clinical developments in the medical field, the accuracy in lung tumor evaluation still remains a comprising issue. This article aims toward creating a diagnosis system using artificial neural network to classify the lung tumor either to malignant or benign tumor in computed tomography images. The diagnosing system comprises image processing and artificial neural network procedures. Image processing include procedures such as histogram equalization, image filtering, image segmentation. For the classification system, features were extracted from the segmented images and fed to MLP (multilayer Perceptron) neural network that uses backpropagation algorithm for the learning of the network. Results have rendered the proposed techniques promising with accurate levels of lung cancer detection. The system was able to achieve an accuracy of 95.2% sensitivity, 100% specificity, and an overall classification accuracy of 97.3%. A user-friendly MATLAB graphical user interface program has been constructed to test the proposed algorithm." @default.
- W2715203476 created "2017-06-30" @default.
- W2715203476 creator A5012696427 @default.
- W2715203476 creator A5032044524 @default.
- W2715203476 creator A5046059293 @default.
- W2715203476 creator A5065104147 @default.
- W2715203476 creator A5091112292 @default.
- W2715203476 date "2015-07-01" @default.
- W2715203476 modified "2023-09-27" @default.
- W2715203476 title "A Computer-Aided Diagnosis System for Classification of Lung Tumors" @default.
- W2715203476 cites W1973338180 @default.
- W2715203476 cites W1973512258 @default.
- W2715203476 cites W2152400289 @default.
- W2715203476 doi "https://doi.org/10.1097/jce.0000000000000098" @default.
- W2715203476 hasPublicationYear "2015" @default.
- W2715203476 type Work @default.
- W2715203476 sameAs 2715203476 @default.
- W2715203476 citedByCount "2" @default.
- W2715203476 countsByYear W27152034762015 @default.
- W2715203476 countsByYear W27152034762020 @default.
- W2715203476 crossrefType "journal-article" @default.
- W2715203476 hasAuthorship W2715203476A5012696427 @default.
- W2715203476 hasAuthorship W2715203476A5032044524 @default.
- W2715203476 hasAuthorship W2715203476A5046059293 @default.
- W2715203476 hasAuthorship W2715203476A5065104147 @default.
- W2715203476 hasAuthorship W2715203476A5091112292 @default.
- W2715203476 hasConcept C111919701 @default.
- W2715203476 hasConcept C115961682 @default.
- W2715203476 hasConcept C124504099 @default.
- W2715203476 hasConcept C136943445 @default.
- W2715203476 hasConcept C142724271 @default.
- W2715203476 hasConcept C153180895 @default.
- W2715203476 hasConcept C154945302 @default.
- W2715203476 hasConcept C155032097 @default.
- W2715203476 hasConcept C179717631 @default.
- W2715203476 hasConcept C199360897 @default.
- W2715203476 hasConcept C2776256026 @default.
- W2715203476 hasConcept C2779549770 @default.
- W2715203476 hasConcept C2780365114 @default.
- W2715203476 hasConcept C37789001 @default.
- W2715203476 hasConcept C41008148 @default.
- W2715203476 hasConcept C50644808 @default.
- W2715203476 hasConcept C71924100 @default.
- W2715203476 hasConcept C89600930 @default.
- W2715203476 hasConcept C9417928 @default.
- W2715203476 hasConceptScore W2715203476C111919701 @default.
- W2715203476 hasConceptScore W2715203476C115961682 @default.
- W2715203476 hasConceptScore W2715203476C124504099 @default.
- W2715203476 hasConceptScore W2715203476C136943445 @default.
- W2715203476 hasConceptScore W2715203476C142724271 @default.
- W2715203476 hasConceptScore W2715203476C153180895 @default.
- W2715203476 hasConceptScore W2715203476C154945302 @default.
- W2715203476 hasConceptScore W2715203476C155032097 @default.
- W2715203476 hasConceptScore W2715203476C179717631 @default.
- W2715203476 hasConceptScore W2715203476C199360897 @default.
- W2715203476 hasConceptScore W2715203476C2776256026 @default.
- W2715203476 hasConceptScore W2715203476C2779549770 @default.
- W2715203476 hasConceptScore W2715203476C2780365114 @default.
- W2715203476 hasConceptScore W2715203476C37789001 @default.
- W2715203476 hasConceptScore W2715203476C41008148 @default.
- W2715203476 hasConceptScore W2715203476C50644808 @default.
- W2715203476 hasConceptScore W2715203476C71924100 @default.
- W2715203476 hasConceptScore W2715203476C89600930 @default.
- W2715203476 hasConceptScore W2715203476C9417928 @default.
- W2715203476 hasIssue "3" @default.
- W2715203476 hasLocation W27152034761 @default.
- W2715203476 hasOpenAccess W2715203476 @default.
- W2715203476 hasPrimaryLocation W27152034761 @default.
- W2715203476 hasRelatedWork W1978661753 @default.
- W2715203476 hasRelatedWork W2074091741 @default.
- W2715203476 hasRelatedWork W2121741489 @default.
- W2715203476 hasRelatedWork W2139604010 @default.
- W2715203476 hasRelatedWork W2295519047 @default.
- W2715203476 hasRelatedWork W2715203476 @default.
- W2715203476 hasRelatedWork W2897195263 @default.
- W2715203476 hasRelatedWork W3035950717 @default.
- W2715203476 hasRelatedWork W3081351789 @default.
- W2715203476 hasRelatedWork W2179998186 @default.
- W2715203476 hasVolume "40" @default.
- W2715203476 isParatext "false" @default.
- W2715203476 isRetracted "false" @default.
- W2715203476 magId "2715203476" @default.
- W2715203476 workType "article" @default.