FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945173631> ?p ?o ?g. }

• W2945173631 endingPage "154" @default.
• W2945173631 startingPage "143" @default.
• W2945173631 abstract "White matterWhite matter fibers constituteSupervised classification the main information transfer network of the brain and their accurate digital representation and classification is an important goal of neuroscience image computing. In current clinicalWhite matter practice, the reconstructionNeural networks of desired fibers generally involves manual selection of regions of interest by an expert, which is time-consuming and subject to user bias, expertise and fatigue. Hence, automation of the process is desired. To that end, we propose a supervised classificationSupervised classification approach that utilizes an ensemble of neural networks. EachNeural networks streamline is represented by the fiber orientation distributions in its neighborhood, while the resolved fiber orientations are obtained by generalized q-sampling imaging (GQI) and a subsequent diffusion decomposition method. In order to make the supervised fiber classification succeed in a real scenario where a substantial portion of reconstructed fiber tracts contain spurious fibers, we present a way to create an “invalid” class label through a dedicated training setTraining set creation scheme with an ensemble of networks. The performance of the proposed classification method is demonstrated on major fiber pathways in the brainstem. 30 subjects from Human Connectome Project (HCP)’s publicly available “WU-Minn 500 Subjects + MEG2 dataset” are used as the dataset." @default.
• W2945173631 created "2019-05-29" @default.
• W2945173631 creator A5000505399 @default.
• W2945173631 creator A5024107070 @default.
• W2945173631 creator A5055546693 @default.
• W2945173631 creator A5071418378 @default.
• W2945173631 date "2019-01-01" @default.
• W2945173631 modified "2023-10-01" @default.
• W2945173631 title "Supervised Classification of White Matter Fibers Based on Neighborhood Fiber Orientation Distributions Using an Ensemble of Neural Networks" @default.
• W2945173631 cites W1951022114 @default.
• W2945173631 cites W1964802316 @default.
• W2945173631 cites W1993003146 @default.
• W2945173631 cites W2006878713 @default.
• W2945173631 cites W2019795338 @default.
• W2945173631 cites W2033793704 @default.
• W2945173631 cites W2081043253 @default.
• W2945173631 cites W2119880843 @default.
• W2945173631 cites W2122410839 @default.
• W2945173631 cites W2131478329 @default.
• W2945173631 cites W2142900310 @default.
• W2945173631 cites W2143895814 @default.
• W2945173631 cites W2145888803 @default.
• W2945173631 cites W2156715960 @default.
• W2945173631 cites W241994552 @default.
• W2945173631 cites W2575985826 @default.
• W2945173631 cites W2735700022 @default.
• W2945173631 cites W2766639217 @default.
• W2945173631 cites W2766757717 @default.
• W2945173631 cites W2791190344 @default.
• W2945173631 cites W2808032096 @default.
• W2945173631 cites W2950279821 @default.
• W2945173631 cites W2950390549 @default.
• W2945173631 cites W3106083666 @default.
• W2945173631 doi "https://doi.org/10.1007/978-3-030-05831-9_12" @default.
• W2945173631 hasPublicationYear "2019" @default.
• W2945173631 type Work @default.
• W2945173631 sameAs 2945173631 @default.
• W2945173631 citedByCount "2" @default.
• W2945173631 countsByYear W29451736312022 @default.
• W2945173631 countsByYear W29451736312023 @default.
• W2945173631 crossrefType "book-chapter" @default.
• W2945173631 hasAuthorship W2945173631A5000505399 @default.
• W2945173631 hasAuthorship W2945173631A5024107070 @default.
• W2945173631 hasAuthorship W2945173631A5055546693 @default.
• W2945173631 hasAuthorship W2945173631A5071418378 @default.
• W2945173631 hasConcept C119857082 @default.
• W2945173631 hasConcept C126838900 @default.
• W2945173631 hasConcept C143409427 @default.
• W2945173631 hasConcept C149550507 @default.
• W2945173631 hasConcept C153180895 @default.
• W2945173631 hasConcept C154945302 @default.
• W2945173631 hasConcept C16345878 @default.
• W2945173631 hasConcept C17744445 @default.
• W2945173631 hasConcept C178790620 @default.
• W2945173631 hasConcept C185592680 @default.
• W2945173631 hasConcept C199539241 @default.
• W2945173631 hasConcept C2524010 @default.
• W2945173631 hasConcept C2776359362 @default.
• W2945173631 hasConcept C2993925342 @default.
• W2945173631 hasConcept C33923547 @default.
• W2945173631 hasConcept C41008148 @default.
• W2945173631 hasConcept C50644808 @default.
• W2945173631 hasConcept C519885992 @default.
• W2945173631 hasConcept C71924100 @default.
• W2945173631 hasConcept C94625758 @default.
• W2945173631 hasConceptScore W2945173631C119857082 @default.
• W2945173631 hasConceptScore W2945173631C126838900 @default.
• W2945173631 hasConceptScore W2945173631C143409427 @default.
• W2945173631 hasConceptScore W2945173631C149550507 @default.
• W2945173631 hasConceptScore W2945173631C153180895 @default.
• W2945173631 hasConceptScore W2945173631C154945302 @default.
• W2945173631 hasConceptScore W2945173631C16345878 @default.
• W2945173631 hasConceptScore W2945173631C17744445 @default.
• W2945173631 hasConceptScore W2945173631C178790620 @default.
• W2945173631 hasConceptScore W2945173631C185592680 @default.
• W2945173631 hasConceptScore W2945173631C199539241 @default.
• W2945173631 hasConceptScore W2945173631C2524010 @default.
• W2945173631 hasConceptScore W2945173631C2776359362 @default.
• W2945173631 hasConceptScore W2945173631C2993925342 @default.
• W2945173631 hasConceptScore W2945173631C33923547 @default.
• W2945173631 hasConceptScore W2945173631C41008148 @default.
• W2945173631 hasConceptScore W2945173631C50644808 @default.
• W2945173631 hasConceptScore W2945173631C519885992 @default.
• W2945173631 hasConceptScore W2945173631C71924100 @default.
• W2945173631 hasConceptScore W2945173631C94625758 @default.
• W2945173631 hasLocation W29451736311 @default.
• W2945173631 hasOpenAccess W2945173631 @default.
• W2945173631 hasPrimaryLocation W29451736311 @default.
• W2945173631 hasRelatedWork W2019775758 @default.
• W2945173631 hasRelatedWork W2961085424 @default.
• W2945173631 hasRelatedWork W3046775127 @default.
• W2945173631 hasRelatedWork W3170094116 @default.
• W2945173631 hasRelatedWork W4285260836 @default.
• W2945173631 hasRelatedWork W4286629047 @default.
• W2945173631 hasRelatedWork W4306321456 @default.
• W2945173631 hasRelatedWork W4306674287 @default.
• W2945173631 hasRelatedWork W1629725936 @default.
• W2945173631 hasRelatedWork W4224009465 @default.

• next