Matches in SemOpenAlex for { <https://semopenalex.org/work/W2397235462> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2397235462 endingPage "54" @default.
- W2397235462 startingPage "54" @default.
- W2397235462 abstract "Abstract
 
 Macular edema is a kind of human sight disease as a result of advanced stage of diabetic retinopathy. It affects the central vision of patients and in severe cases lead to blindness. However, it is still difficult to diagnose the grade of macular edema quickly and accurately even by the medical doctor's skill. This paper proposes a new method to classify fundus images of diabetics by combining Self-Organizing Maps (SOM) and Generalized Vector Quantization (GLVQ) that will produce optimal weight in grading macular edema disease class. The proposed method consists of two learning phases. In the first phase, SOM is used to obtain the optimal weight based on dataset and random weight input. The second phase, GLVQ is used as main method to train data based on optimal weight gained from SOM. Final weights from GLVQ are used in fundus image classification. Experimental result shows that the proposed method is good for classification, with accuracy, sensitivity, and specificity at 80%, 100%, and 60%, respectively." @default.
- W2397235462 created "2016-06-24" @default.
- W2397235462 creator A5033927771 @default.
- W2397235462 creator A5069406088 @default.
- W2397235462 creator A5090169188 @default.
- W2397235462 date "2014-08-21" @default.
- W2397235462 modified "2023-09-25" @default.
- W2397235462 cites W1591269153 @default.
- W2397235462 cites W1964042918 @default.
- W2397235462 cites W1977386026 @default.
- W2397235462 cites W2123749980 @default.
- W2397235462 cites W2136856007 @default.
- W2397235462 cites W2163344010 @default.
- W2397235462 cites W2174427373 @default.
- W2397235462 cites W2394940487 @default.
- W2397235462 cites W2538152438 @default.
- W2397235462 cites W3091711703 @default.
- W2397235462 cites W52881571 @default.
- W2397235462 cites W2544198738 @default.
- W2397235462 cites W3159512266 @default.
- W2397235462 doi "https://doi.org/10.21609/jiki.v7i2.257" @default.
- W2397235462 hasPublicationYear "2014" @default.
- W2397235462 type Work @default.
- W2397235462 sameAs 2397235462 @default.
- W2397235462 citedByCount "0" @default.
- W2397235462 crossrefType "journal-article" @default.
- W2397235462 hasAuthorship W2397235462A5033927771 @default.
- W2397235462 hasAuthorship W2397235462A5069406088 @default.
- W2397235462 hasAuthorship W2397235462A5090169188 @default.
- W2397235462 hasBestOaLocation W23972354621 @default.
- W2397235462 hasConcept C118487528 @default.
- W2397235462 hasConcept C119767625 @default.
- W2397235462 hasConcept C153180895 @default.
- W2397235462 hasConcept C154945302 @default.
- W2397235462 hasConcept C199833920 @default.
- W2397235462 hasConcept C2776391266 @default.
- W2397235462 hasConcept C2780347916 @default.
- W2397235462 hasConcept C2780827179 @default.
- W2397235462 hasConcept C2780929884 @default.
- W2397235462 hasConcept C33923547 @default.
- W2397235462 hasConcept C40567965 @default.
- W2397235462 hasConcept C41008148 @default.
- W2397235462 hasConcept C71924100 @default.
- W2397235462 hasConceptScore W2397235462C118487528 @default.
- W2397235462 hasConceptScore W2397235462C119767625 @default.
- W2397235462 hasConceptScore W2397235462C153180895 @default.
- W2397235462 hasConceptScore W2397235462C154945302 @default.
- W2397235462 hasConceptScore W2397235462C199833920 @default.
- W2397235462 hasConceptScore W2397235462C2776391266 @default.
- W2397235462 hasConceptScore W2397235462C2780347916 @default.
- W2397235462 hasConceptScore W2397235462C2780827179 @default.
- W2397235462 hasConceptScore W2397235462C2780929884 @default.
- W2397235462 hasConceptScore W2397235462C33923547 @default.
- W2397235462 hasConceptScore W2397235462C40567965 @default.
- W2397235462 hasConceptScore W2397235462C41008148 @default.
- W2397235462 hasConceptScore W2397235462C71924100 @default.
- W2397235462 hasIssue "2" @default.
- W2397235462 hasLocation W23972354621 @default.
- W2397235462 hasLocation W23972354622 @default.
- W2397235462 hasOpenAccess W2397235462 @default.
- W2397235462 hasPrimaryLocation W23972354621 @default.
- W2397235462 hasRelatedWork W1504370999 @default.
- W2397235462 hasRelatedWork W1508603936 @default.
- W2397235462 hasRelatedWork W1930872584 @default.
- W2397235462 hasRelatedWork W1982996680 @default.
- W2397235462 hasRelatedWork W2038907474 @default.
- W2397235462 hasRelatedWork W2043334495 @default.
- W2397235462 hasRelatedWork W2050788201 @default.
- W2397235462 hasRelatedWork W2078403184 @default.
- W2397235462 hasRelatedWork W2137547365 @default.
- W2397235462 hasRelatedWork W2149322659 @default.
- W2397235462 hasRelatedWork W2398347515 @default.
- W2397235462 hasRelatedWork W2597416777 @default.
- W2397235462 hasRelatedWork W2769965838 @default.
- W2397235462 hasRelatedWork W2793339126 @default.
- W2397235462 hasRelatedWork W2890039368 @default.
- W2397235462 hasRelatedWork W3018755772 @default.
- W2397235462 hasRelatedWork W3048817311 @default.
- W2397235462 hasRelatedWork W3134766163 @default.
- W2397235462 hasRelatedWork W3206832977 @default.
- W2397235462 hasRelatedWork W930334912 @default.
- W2397235462 hasVolume "7" @default.
- W2397235462 isParatext "false" @default.
- W2397235462 isRetracted "false" @default.
- W2397235462 magId "2397235462" @default.
- W2397235462 workType "article" @default.