FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899966493> ?p ?o ?g. }

• W2899966493 abstract "Convolution neural networks have been considered for automatic analysis of fundus images to detect signs of diabetic retinopathy but suffer from low sensitivity. This study has proposed an alternate method using probabilistic output from Convolution neural network to automatically and simultaneously detect exudates, hemorrhages and microaneurysms. The method was evaluated using two approaches: patch and image-based analysis of the fundus images on two public databases: DIARETDB1 and e-Ophtha. The novelty of the proposed method is that the images were analyzed using probability maps generated by score values of the softmax layer instead of the use of the binary output. The sensitivity of the proposed approach was 0.96, 0.84 and 0.85 for detection of exudates, hemorrhages and microaneurysms, respectively when considering patch-based analysis. The results show overall accuracy for DIARETDB1 was 97.3% and 86.6% for e-Ophtha. The error rate for image-based analysis was also significantly reduced when compared with other works. The proposed method provides the framework for convolution neural network-based analysis of fundus images to identify exudates, hemorrhages, and microaneurysms. It obtained accuracy and sensitivity which were significantly better than the reported studies and makes it suitable for automatic diabetic retinopathy signs detection." @default.
• W2899966493 created "2018-11-16" @default.
• W2899966493 creator A5007033196 @default.
• W2899966493 creator A5015173931 @default.
• W2899966493 creator A5077008000 @default.
• W2899966493 date "2018-11-06" @default.
• W2899966493 modified "2023-09-27" @default.
• W2899966493 title "Fundus images analysis using deep features for detection of exudates, hemorrhages and microaneurysms" @default.
• W2899966493 cites W1504543387 @default.
• W2899966493 cites W1567302321 @default.
• W2899966493 cites W1627339368 @default.
• W2899966493 cites W1954647394 @default.
• W2899966493 cites W1982168774 @default.
• W2899966493 cites W1982761740 @default.
• W2899966493 cites W1982890488 @default.
• W2899966493 cites W1984242098 @default.
• W2899966493 cites W1987869189 @default.
• W2899966493 cites W1989786678 @default.
• W2899966493 cites W1992728454 @default.
• W2899966493 cites W1995023030 @default.
• W2899966493 cites W2001457150 @default.
• W2899966493 cites W2032687008 @default.
• W2899966493 cites W2060749088 @default.
• W2899966493 cites W2078403184 @default.
• W2899966493 cites W2078789324 @default.
• W2899966493 cites W2087221324 @default.
• W2899966493 cites W2089969656 @default.
• W2899966493 cites W2095006131 @default.
• W2899966493 cites W2097207403 @default.
• W2899966493 cites W2101508556 @default.
• W2899966493 cites W2114785239 @default.
• W2899966493 cites W2121737033 @default.
• W2899966493 cites W2136856007 @default.
• W2899966493 cites W2142866653 @default.
• W2899966493 cites W2148989106 @default.
• W2899966493 cites W2149430368 @default.
• W2899966493 cites W2155893237 @default.
• W2899966493 cites W2159764117 @default.
• W2899966493 cites W2161342819 @default.
• W2899966493 cites W2162698990 @default.
• W2899966493 cites W2344912502 @default.
• W2899966493 cites W2570873234 @default.
• W2899966493 cites W2593230217 @default.
• W2899966493 cites W2749049648 @default.
• W2899966493 cites W2755701800 @default.
• W2899966493 cites W2755885082 @default.
• W2899966493 cites W2765370814 @default.
• W2899966493 cites W4292003313 @default.
• W2899966493 doi "https://doi.org/10.1186/s12886-018-0954-4" @default.
• W2899966493 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6219077" @default.
• W2899966493 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30400869" @default.
• W2899966493 hasPublicationYear "2018" @default.
• W2899966493 type Work @default.
• W2899966493 sameAs 2899966493 @default.
• W2899966493 citedByCount "87" @default.
• W2899966493 countsByYear W28999664932019 @default.
• W2899966493 countsByYear W28999664932020 @default.
• W2899966493 countsByYear W28999664932021 @default.
• W2899966493 countsByYear W28999664932022 @default.
• W2899966493 countsByYear W28999664932023 @default.
• W2899966493 crossrefType "journal-article" @default.
• W2899966493 hasAuthorship W2899966493A5007033196 @default.
• W2899966493 hasAuthorship W2899966493A5015173931 @default.
• W2899966493 hasAuthorship W2899966493A5077008000 @default.
• W2899966493 hasBestOaLocation W28999664931 @default.
• W2899966493 hasConcept C118487528 @default.
• W2899966493 hasConcept C127413603 @default.
• W2899966493 hasConcept C134018914 @default.
• W2899966493 hasConcept C153180895 @default.
• W2899966493 hasConcept C154945302 @default.
• W2899966493 hasConcept C188441871 @default.
• W2899966493 hasConcept C21200559 @default.
• W2899966493 hasConcept C24326235 @default.
• W2899966493 hasConcept C2776391266 @default.
• W2899966493 hasConcept C2779829184 @default.
• W2899966493 hasConcept C31972630 @default.
• W2899966493 hasConcept C41008148 @default.
• W2899966493 hasConcept C45347329 @default.
• W2899966493 hasConcept C50644808 @default.
• W2899966493 hasConcept C555293320 @default.
• W2899966493 hasConcept C71924100 @default.
• W2899966493 hasConcept C81363708 @default.
• W2899966493 hasConceptScore W2899966493C118487528 @default.
• W2899966493 hasConceptScore W2899966493C127413603 @default.
• W2899966493 hasConceptScore W2899966493C134018914 @default.
• W2899966493 hasConceptScore W2899966493C153180895 @default.
• W2899966493 hasConceptScore W2899966493C154945302 @default.
• W2899966493 hasConceptScore W2899966493C188441871 @default.
• W2899966493 hasConceptScore W2899966493C21200559 @default.
• W2899966493 hasConceptScore W2899966493C24326235 @default.
• W2899966493 hasConceptScore W2899966493C2776391266 @default.
• W2899966493 hasConceptScore W2899966493C2779829184 @default.
• W2899966493 hasConceptScore W2899966493C31972630 @default.
• W2899966493 hasConceptScore W2899966493C41008148 @default.
• W2899966493 hasConceptScore W2899966493C45347329 @default.
• W2899966493 hasConceptScore W2899966493C50644808 @default.
• W2899966493 hasConceptScore W2899966493C555293320 @default.
• W2899966493 hasConceptScore W2899966493C71924100 @default.
• W2899966493 hasConceptScore W2899966493C81363708 @default.
• W2899966493 hasFunder F4320310718 @default.

• next