Matches in SemOpenAlex for { <https://semopenalex.org/work/W2559912098> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2559912098 endingPage "10" @default.
- W2559912098 startingPage "1" @default.
- W2559912098 abstract "The Odontogenic keratocyst (OKC) is a cystic lesion of the jaws, which has high growth and recurrence rates compared to other cysts of the jaws (for instance, radicular cyst, which is the most common jaw cyst type). For this reason OKCs are considered by some to be benign neoplasms. There exist two sub-types of OKCs (sporadic and syndromic) and the ability to discriminate between these sub-types, as well as other jaw cysts, is an important task in terms of disease diagnosis and prognosis. With the development of digital pathology, computational algorithms have become central to addressing this type of problem. Considering that only basic feature-based methods have been investigated in this problem before, we propose to use a different approach (the Bouligand–Minkowski descriptors) to assess the success rates achieved on the classification of a database of histological images of the epithelial lining of these cysts. This does not require the level of abstraction necessary to extract histologically-relevant features and therefore has the potential of being more robust than previous approaches. The descriptors were obtained by mapping pixel intensities into a three dimensional cloud of points in discrete space and applying morphological dilations with spheres of increasing radii. The descriptors were computed from the volume of the dilated set and submitted to a machine learning algorithm to classify the samples into diagnostic groups. This approach was capable of discriminating between OKCs and radicular cysts in 98% of images (100% of cases) and between the two sub-types of OKCs in 68% of images (71% of cases). These results improve over previously reported classification rates reported elsewhere and suggest that Bouligand–Minkowski descriptors are useful features to be used in histopathological images of these cysts." @default.
- W2559912098 created "2016-12-16" @default.
- W2559912098 creator A5048758091 @default.
- W2559912098 creator A5059139489 @default.
- W2559912098 creator A5074213486 @default.
- W2559912098 date "2017-02-01" @default.
- W2559912098 modified "2023-10-14" @default.
- W2559912098 title "Morphological classification of odontogenic keratocysts using Bouligand–Minkowski fractal descriptors" @default.
- W2559912098 cites W1574369709 @default.
- W2559912098 cites W1978197410 @default.
- W2559912098 cites W1982314645 @default.
- W2559912098 cites W2019950404 @default.
- W2559912098 cites W2024915064 @default.
- W2559912098 cites W2030594302 @default.
- W2559912098 cites W2050480977 @default.
- W2559912098 cites W2078288060 @default.
- W2559912098 cites W2085156970 @default.
- W2559912098 cites W2088558830 @default.
- W2559912098 cites W2106822259 @default.
- W2559912098 cites W2107520148 @default.
- W2559912098 cites W2110343138 @default.
- W2559912098 cites W2113530039 @default.
- W2559912098 cites W2157390146 @default.
- W2559912098 cites W2167277498 @default.
- W2559912098 doi "https://doi.org/10.1016/j.compbiomed.2016.12.003" @default.
- W2559912098 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27992735" @default.
- W2559912098 hasPublicationYear "2017" @default.
- W2559912098 type Work @default.
- W2559912098 sameAs 2559912098 @default.
- W2559912098 citedByCount "10" @default.
- W2559912098 countsByYear W25599120982017 @default.
- W2559912098 countsByYear W25599120982018 @default.
- W2559912098 countsByYear W25599120982020 @default.
- W2559912098 countsByYear W25599120982021 @default.
- W2559912098 countsByYear W25599120982022 @default.
- W2559912098 crossrefType "journal-article" @default.
- W2559912098 hasAuthorship W2559912098A5048758091 @default.
- W2559912098 hasAuthorship W2559912098A5059139489 @default.
- W2559912098 hasAuthorship W2559912098A5074213486 @default.
- W2559912098 hasBestOaLocation W25599120981 @default.
- W2559912098 hasConcept C126838900 @default.
- W2559912098 hasConcept C142724271 @default.
- W2559912098 hasConcept C153180895 @default.
- W2559912098 hasConcept C154945302 @default.
- W2559912098 hasConcept C2777522853 @default.
- W2559912098 hasConcept C2778125672 @default.
- W2559912098 hasConcept C2780282178 @default.
- W2559912098 hasConcept C2781186661 @default.
- W2559912098 hasConcept C2909377838 @default.
- W2559912098 hasConcept C41008148 @default.
- W2559912098 hasConcept C71924100 @default.
- W2559912098 hasConceptScore W2559912098C126838900 @default.
- W2559912098 hasConceptScore W2559912098C142724271 @default.
- W2559912098 hasConceptScore W2559912098C153180895 @default.
- W2559912098 hasConceptScore W2559912098C154945302 @default.
- W2559912098 hasConceptScore W2559912098C2777522853 @default.
- W2559912098 hasConceptScore W2559912098C2778125672 @default.
- W2559912098 hasConceptScore W2559912098C2780282178 @default.
- W2559912098 hasConceptScore W2559912098C2781186661 @default.
- W2559912098 hasConceptScore W2559912098C2909377838 @default.
- W2559912098 hasConceptScore W2559912098C41008148 @default.
- W2559912098 hasConceptScore W2559912098C71924100 @default.
- W2559912098 hasFunder F4320320997 @default.
- W2559912098 hasFunder F4320322025 @default.
- W2559912098 hasFunder F4320334627 @default.
- W2559912098 hasLocation W25599120981 @default.
- W2559912098 hasLocation W25599120982 @default.
- W2559912098 hasLocation W25599120983 @default.
- W2559912098 hasLocation W25599120984 @default.
- W2559912098 hasOpenAccess W2559912098 @default.
- W2559912098 hasPrimaryLocation W25599120981 @default.
- W2559912098 hasRelatedWork W1504606737 @default.
- W2559912098 hasRelatedWork W2043406735 @default.
- W2559912098 hasRelatedWork W2064264544 @default.
- W2559912098 hasRelatedWork W2168979171 @default.
- W2559912098 hasRelatedWork W2322981017 @default.
- W2559912098 hasRelatedWork W2465075462 @default.
- W2559912098 hasRelatedWork W2559912098 @default.
- W2559912098 hasRelatedWork W2908877385 @default.
- W2559912098 hasRelatedWork W4205814770 @default.
- W2559912098 hasRelatedWork W4312214783 @default.
- W2559912098 hasVolume "81" @default.
- W2559912098 isParatext "false" @default.
- W2559912098 isRetracted "false" @default.
- W2559912098 magId "2559912098" @default.
- W2559912098 workType "article" @default.