FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2509666083> ?p ?o ?g. }

• W2509666083 endingPage "902" @default.
• W2509666083 startingPage "893" @default.
• W2509666083 abstract "Abstract Islet cell quantification and function is important for developing novel therapeutic interventions for diabetes. Existing methods of pancreatic islet segmentation in histopathological images depend strongly on cell/nuclei detection, and thus are limited due to a wide variance in the appearance of pancreatic islets. In this paper, we propose a supervised learning pipeline to segment pancreatic islets in histopathological images, which does not require cell detection. The proposed framework firstly partitions images into superpixels, and then extracts multi‐scale color‐texture features from each superpixel and processes these features using rolling guidance filters, in order to simultaneously reduce inter‐class ambiguity and intra‐class variation. Finally, a linear support vector machine (SVM) is trained and applied to segment the testing images. A total of 23 hematoxylin‐and‐eosin‐stained histopathological images with pancreatic islets are used for verifying the framework. With an average accuracy of 95%, training time of 20 min and testing time of 1 min per image, the proposed framework outperforms existing approaches with better segmentation performance and lower computational cost. © 2016 International Society for Advancement of Cytometry" @default.
• W2509666083 created "2016-09-16" @default.
• W2509666083 creator A5000370808 @default.
• W2509666083 creator A5041274548 @default.
• W2509666083 creator A5051481992 @default.
• W2509666083 creator A5085129889 @default.
• W2509666083 creator A5085900733 @default.
• W2509666083 date "2016-08-25" @default.
• W2509666083 modified "2023-10-16" @default.
• W2509666083 title "A supervised learning framework for pancreatic islet segmentation with multi-scale color-texture features and rolling guidance filters" @default.
• W2509666083 cites W1582341970 @default.
• W2509666083 cites W1597336200 @default.
• W2509666083 cites W1980120028 @default.
• W2509666083 cites W1987869189 @default.
• W2509666083 cites W1993760967 @default.
• W2509666083 cites W2003672935 @default.
• W2509666083 cites W2022237253 @default.
• W2509666083 cites W2025447674 @default.
• W2509666083 cites W2030041075 @default.
• W2509666083 cites W2067935382 @default.
• W2509666083 cites W2070238200 @default.
• W2509666083 cites W2078285436 @default.
• W2509666083 cites W2079385922 @default.
• W2509666083 cites W2081178133 @default.
• W2509666083 cites W2081578499 @default.
• W2509666083 cites W2098140880 @default.
• W2509666083 cites W2103243046 @default.
• W2509666083 cites W2105739910 @default.
• W2509666083 cites W2109997609 @default.
• W2509666083 cites W2118246710 @default.
• W2509666083 cites W2119531662 @default.
• W2509666083 cites W2122220050 @default.
• W2509666083 cites W2123269393 @default.
• W2509666083 cites W2127831489 @default.
• W2509666083 cites W2142228286 @default.
• W2509666083 cites W2153635508 @default.
• W2509666083 cites W2159551006 @default.
• W2509666083 cites W2160956336 @default.
• W2509666083 cites W2175210273 @default.
• W2509666083 cites W2201179457 @default.
• W2509666083 cites W2218364327 @default.
• W2509666083 cites W2231495490 @default.
• W2509666083 cites W2325716491 @default.
• W2509666083 cites W2334828535 @default.
• W2509666083 cites W4239510810 @default.
• W2509666083 doi "https://doi.org/10.1002/cyto.a.22929" @default.
• W2509666083 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5515086" @default.
• W2509666083 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27560544" @default.
• W2509666083 hasPublicationYear "2016" @default.
• W2509666083 type Work @default.
• W2509666083 sameAs 2509666083 @default.
• W2509666083 citedByCount "4" @default.
• W2509666083 countsByYear W25096660832017 @default.
• W2509666083 countsByYear W25096660832018 @default.
• W2509666083 countsByYear W25096660832021 @default.
• W2509666083 countsByYear W25096660832023 @default.
• W2509666083 crossrefType "journal-article" @default.
• W2509666083 hasAuthorship W2509666083A5000370808 @default.
• W2509666083 hasAuthorship W2509666083A5041274548 @default.
• W2509666083 hasAuthorship W2509666083A5051481992 @default.
• W2509666083 hasAuthorship W2509666083A5085129889 @default.
• W2509666083 hasAuthorship W2509666083A5085900733 @default.
• W2509666083 hasBestOaLocation W25096660832 @default.
• W2509666083 hasConcept C12267149 @default.
• W2509666083 hasConcept C124504099 @default.
• W2509666083 hasConcept C125473707 @default.
• W2509666083 hasConcept C126322002 @default.
• W2509666083 hasConcept C142724271 @default.
• W2509666083 hasConcept C153180895 @default.
• W2509666083 hasConcept C154945302 @default.
• W2509666083 hasConcept C165220095 @default.
• W2509666083 hasConcept C199360897 @default.
• W2509666083 hasConcept C204232928 @default.
• W2509666083 hasConcept C2779306644 @default.
• W2509666083 hasConcept C2779855799 @default.
• W2509666083 hasConcept C31972630 @default.
• W2509666083 hasConcept C41008148 @default.
• W2509666083 hasConcept C43521106 @default.
• W2509666083 hasConcept C71924100 @default.
• W2509666083 hasConcept C89600930 @default.
• W2509666083 hasConceptScore W2509666083C12267149 @default.
• W2509666083 hasConceptScore W2509666083C124504099 @default.
• W2509666083 hasConceptScore W2509666083C125473707 @default.
• W2509666083 hasConceptScore W2509666083C126322002 @default.
• W2509666083 hasConceptScore W2509666083C142724271 @default.
• W2509666083 hasConceptScore W2509666083C153180895 @default.
• W2509666083 hasConceptScore W2509666083C154945302 @default.
• W2509666083 hasConceptScore W2509666083C165220095 @default.
• W2509666083 hasConceptScore W2509666083C199360897 @default.
• W2509666083 hasConceptScore W2509666083C204232928 @default.
• W2509666083 hasConceptScore W2509666083C2779306644 @default.
• W2509666083 hasConceptScore W2509666083C2779855799 @default.
• W2509666083 hasConceptScore W2509666083C31972630 @default.
• W2509666083 hasConceptScore W2509666083C41008148 @default.
• W2509666083 hasConceptScore W2509666083C43521106 @default.
• W2509666083 hasConceptScore W2509666083C71924100 @default.
• W2509666083 hasConceptScore W2509666083C89600930 @default.
• W2509666083 hasFunder F4320321001 @default.

• next