FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2058834037> ?p ?o ?g. }

• W2058834037 endingPage "2365" @default.
• W2058834037 startingPage "2355" @default.
• W2058834037 abstract "Peripapillary atrophy (PPA) is an atrophy of pre-existing retina tissue. Because of its association with eye diseases such as myopia and glaucoma, PPA is an important indicator for diagnosis of these diseases. Experienced ophthalmologists are able to determine the presence of PPA using visual information from the retinal images. However, it is tedious, time consuming and subjective to examine all images especially in a screening program. This paper presents biologically inspired feature (BIF) for the automatic detection of PPA. BIF mimics the process of cortex for visual perception. In the proposed method, a focal region is segmented from the retinal image and the BIF is extracted. As BIF is an intrinsically low dimensional feature embedded in a high dimensional space, it is not suitable to measure the similarity between two BIFs directly based on the Euclidean distance. Therefore, it is necessary to obtain a suitable mapping to reduce the dimensionality. In this paper, we explore sparse transfer learning to transfer the label information from ophthalmologists to the sample distribution knowledge contained in all samples. Selective pair-wise discriminant analysis is used to define two strategies of sparse transfer learning: negative and positive sparse transfer learning. Experimental results show that negative sparse transfer learning is superior to the positive one for this task. The proposed BIF based approach achieves an accuracy of more than 90% in detecting PPA, much better than previous methods. It can be used to save the workload of ophthalmologists and thus reduce the diagnosis costs." @default.
• W2058834037 created "2016-06-24" @default.
• W2058834037 creator A5004658590 @default.
• W2058834037 creator A5015497605 @default.
• W2058834037 creator A5024195737 @default.
• W2058834037 creator A5044959745 @default.
• W2058834037 creator A5066953819 @default.
• W2058834037 creator A5072258594 @default.
• W2058834037 creator A5074103823 @default.
• W2058834037 date "2012-12-01" @default.
• W2058834037 modified "2023-10-17" @default.
• W2058834037 title "Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold" @default.
• W2058834037 cites W1975900269 @default.
• W2058834037 cites W1977259886 @default.
• W2058834037 cites W1984907405 @default.
• W2058834037 cites W1989565484 @default.
• W2058834037 cites W2001256485 @default.
• W2058834037 cites W2001619934 @default.
• W2058834037 cites W2019787708 @default.
• W2058834037 cites W2019829573 @default.
• W2058834037 cites W2025049031 @default.
• W2058834037 cites W2029234388 @default.
• W2058834037 cites W2042497109 @default.
• W2058834037 cites W2047531344 @default.
• W2058834037 cites W2053186076 @default.
• W2058834037 cites W2056820089 @default.
• W2058834037 cites W2063978378 @default.
• W2058834037 cites W2070381496 @default.
• W2058834037 cites W2079160211 @default.
• W2058834037 cites W2107910786 @default.
• W2058834037 cites W2112737239 @default.
• W2058834037 cites W2116040950 @default.
• W2058834037 cites W2116120527 @default.
• W2058834037 cites W2122644916 @default.
• W2058834037 cites W2122825543 @default.
• W2058834037 cites W2127807804 @default.
• W2058834037 cites W2128272608 @default.
• W2058834037 cites W2135463364 @default.
• W2058834037 cites W2136637876 @default.
• W2058834037 cites W2138516811 @default.
• W2058834037 cites W2140630265 @default.
• W2058834037 cites W2145023731 @default.
• W2058834037 cites W2145414079 @default.
• W2058834037 cites W2147801065 @default.
• W2058834037 cites W2154189032 @default.
• W2058834037 cites W2159850497 @default.
• W2058834037 cites W2162854380 @default.
• W2058834037 cites W2164178382 @default.
• W2058834037 cites W2168853060 @default.
• W2058834037 cites W2169164902 @default.
• W2058834037 cites W2170203892 @default.
• W2058834037 cites W43396993 @default.
• W2058834037 doi "https://doi.org/10.1109/tmi.2012.2218118" @default.
• W2058834037 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22987511" @default.
• W2058834037 hasPublicationYear "2012" @default.
• W2058834037 type Work @default.
• W2058834037 sameAs 2058834037 @default.
• W2058834037 citedByCount "26" @default.
• W2058834037 countsByYear W20588340372013 @default.
• W2058834037 countsByYear W20588340372014 @default.
• W2058834037 countsByYear W20588340372015 @default.
• W2058834037 countsByYear W20588340372016 @default.
• W2058834037 countsByYear W20588340372017 @default.
• W2058834037 countsByYear W20588340372018 @default.
• W2058834037 countsByYear W20588340372020 @default.
• W2058834037 countsByYear W20588340372021 @default.
• W2058834037 countsByYear W20588340372022 @default.
• W2058834037 crossrefType "journal-article" @default.
• W2058834037 hasAuthorship W2058834037A5004658590 @default.
• W2058834037 hasAuthorship W2058834037A5015497605 @default.
• W2058834037 hasAuthorship W2058834037A5024195737 @default.
• W2058834037 hasAuthorship W2058834037A5044959745 @default.
• W2058834037 hasAuthorship W2058834037A5066953819 @default.
• W2058834037 hasAuthorship W2058834037A5072258594 @default.
• W2058834037 hasAuthorship W2058834037A5074103823 @default.
• W2058834037 hasConcept C114614502 @default.
• W2058834037 hasConcept C124066611 @default.
• W2058834037 hasConcept C138885662 @default.
• W2058834037 hasConcept C150899416 @default.
• W2058834037 hasConcept C153180895 @default.
• W2058834037 hasConcept C154945302 @default.
• W2058834037 hasConcept C2776401178 @default.
• W2058834037 hasConcept C31972630 @default.
• W2058834037 hasConcept C33923547 @default.
• W2058834037 hasConcept C41008148 @default.
• W2058834037 hasConcept C41895202 @default.
• W2058834037 hasConcept C52622490 @default.
• W2058834037 hasConcept C70518039 @default.
• W2058834037 hasConcept C74193536 @default.
• W2058834037 hasConceptScore W2058834037C114614502 @default.
• W2058834037 hasConceptScore W2058834037C124066611 @default.
• W2058834037 hasConceptScore W2058834037C138885662 @default.
• W2058834037 hasConceptScore W2058834037C150899416 @default.
• W2058834037 hasConceptScore W2058834037C153180895 @default.
• W2058834037 hasConceptScore W2058834037C154945302 @default.
• W2058834037 hasConceptScore W2058834037C2776401178 @default.
• W2058834037 hasConceptScore W2058834037C31972630 @default.
• W2058834037 hasConceptScore W2058834037C33923547 @default.

• next