Matches in SemOpenAlex for { <https://semopenalex.org/work/W296055789> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W296055789 abstract "In this paper we propose a Multiple Kernel Learning (MKL) classifier to detect malformations of the Corpus Callosum (CC) and apply it in a pediatric population. Furthermore, we extend the concept of discriminative direction to the linear MKL methods, implementing it in a single subject analysis framework. The CC is characterized using different measures derived from Magnetic Resonance Imaging (MRI) data and the MKL approach is used to efficiently combine them. The discriminative direction analysis highlights those features that lead the classification for each given subject. In the case of a CC with malformation this means highlighting the abnormal characteristics of the CC that guide the diagnosis. Experiments show that the method correctly identifies the malformative aspects of the CC. Moreover, it is able to identify dishomogeneus, localized or widespread abnormalities among the different features. The proposed method is therefore suitable for supporting neuroradiologists in the decision-making process, providing them not only with a suggested diagnosis, but also with a description of the pathology." @default.
- W296055789 created "2016-06-24" @default.
- W296055789 creator A5038023333 @default.
- W296055789 creator A5070645298 @default.
- W296055789 creator A5084180087 @default.
- W296055789 creator A5085164050 @default.
- W296055789 creator A5087604957 @default.
- W296055789 date "2014-01-01" @default.
- W296055789 modified "2023-09-25" @default.
- W296055789 title "Detection of Corpus Callosum Malformations in Pediatric Population Using the Discriminative Direction in Multiple Kernel Learning" @default.
- W296055789 cites W2031823405 @default.
- W296055789 cites W2059805054 @default.
- W296055789 cites W2093547686 @default.
- W296055789 cites W2109077768 @default.
- W296055789 cites W2122850210 @default.
- W296055789 doi "https://doi.org/10.1007/978-3-319-10470-6_38" @default.
- W296055789 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25485392" @default.
- W296055789 hasPublicationYear "2014" @default.
- W296055789 type Work @default.
- W296055789 sameAs 296055789 @default.
- W296055789 citedByCount "2" @default.
- W296055789 countsByYear W2960557892015 @default.
- W296055789 countsByYear W2960557892018 @default.
- W296055789 crossrefType "book-chapter" @default.
- W296055789 hasAuthorship W296055789A5038023333 @default.
- W296055789 hasAuthorship W296055789A5070645298 @default.
- W296055789 hasAuthorship W296055789A5084180087 @default.
- W296055789 hasAuthorship W296055789A5085164050 @default.
- W296055789 hasAuthorship W296055789A5087604957 @default.
- W296055789 hasConcept C114614502 @default.
- W296055789 hasConcept C119857082 @default.
- W296055789 hasConcept C122280245 @default.
- W296055789 hasConcept C12267149 @default.
- W296055789 hasConcept C126838900 @default.
- W296055789 hasConcept C142724271 @default.
- W296055789 hasConcept C143409427 @default.
- W296055789 hasConcept C153180895 @default.
- W296055789 hasConcept C154945302 @default.
- W296055789 hasConcept C2776879701 @default.
- W296055789 hasConcept C2778183499 @default.
- W296055789 hasConcept C2908647359 @default.
- W296055789 hasConcept C33923547 @default.
- W296055789 hasConcept C41008148 @default.
- W296055789 hasConcept C71924100 @default.
- W296055789 hasConcept C74193536 @default.
- W296055789 hasConcept C95623464 @default.
- W296055789 hasConcept C97931131 @default.
- W296055789 hasConcept C99454951 @default.
- W296055789 hasConceptScore W296055789C114614502 @default.
- W296055789 hasConceptScore W296055789C119857082 @default.
- W296055789 hasConceptScore W296055789C122280245 @default.
- W296055789 hasConceptScore W296055789C12267149 @default.
- W296055789 hasConceptScore W296055789C126838900 @default.
- W296055789 hasConceptScore W296055789C142724271 @default.
- W296055789 hasConceptScore W296055789C143409427 @default.
- W296055789 hasConceptScore W296055789C153180895 @default.
- W296055789 hasConceptScore W296055789C154945302 @default.
- W296055789 hasConceptScore W296055789C2776879701 @default.
- W296055789 hasConceptScore W296055789C2778183499 @default.
- W296055789 hasConceptScore W296055789C2908647359 @default.
- W296055789 hasConceptScore W296055789C33923547 @default.
- W296055789 hasConceptScore W296055789C41008148 @default.
- W296055789 hasConceptScore W296055789C71924100 @default.
- W296055789 hasConceptScore W296055789C74193536 @default.
- W296055789 hasConceptScore W296055789C95623464 @default.
- W296055789 hasConceptScore W296055789C97931131 @default.
- W296055789 hasConceptScore W296055789C99454951 @default.
- W296055789 hasLocation W2960557891 @default.
- W296055789 hasLocation W2960557892 @default.
- W296055789 hasOpenAccess W296055789 @default.
- W296055789 hasPrimaryLocation W2960557891 @default.
- W296055789 hasRelatedWork W1991167985 @default.
- W296055789 hasRelatedWork W2102539767 @default.
- W296055789 hasRelatedWork W2112343299 @default.
- W296055789 hasRelatedWork W2121902652 @default.
- W296055789 hasRelatedWork W2203099733 @default.
- W296055789 hasRelatedWork W2246597975 @default.
- W296055789 hasRelatedWork W2494485523 @default.
- W296055789 hasRelatedWork W2555103504 @default.
- W296055789 hasRelatedWork W2769358851 @default.
- W296055789 hasRelatedWork W2905846897 @default.
- W296055789 isParatext "false" @default.
- W296055789 isRetracted "false" @default.
- W296055789 magId "296055789" @default.
- W296055789 workType "book-chapter" @default.