FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892495880> ?p ?o ?g. }

• W2892495880 endingPage "435" @default.
• W2892495880 startingPage "426" @default.
• W2892495880 abstract "While several research methods were developed to estimate individual-based representations of brain connectional wiring (i.e., a connectome), traditionally captured using multimodal MRI data (e.g., functional and diffusion MRI), very limited works aimed to estimate brain network atlas for a population of connectomes. Estimating well-representative brain templates is a key step for group comparison studies. However, estimating a network atlas for a population of multi-source brain connectomes lying on different manifolds is absent. To fill this gap, we propose a cluster-based multi-view brain connectivity fusion framework to estimate a brain network atlas for a population of multi-view brain networks, where each view captures a specific facet of the brain construct. Specifically, given a population of subjects, each with multi-view networks, we first non-linearly fuse multi-view networks into a single fused network for each subject. Then, we cluster the fused networks to identify individuals sharing similar connectional traits in an unsupervised way, which are next averaged within each cluster to generate a representative network atlas. Finally, we construct the final multi-view network atlas by averaging the obtained templates of all clusters. We evaluated our method on both healthy and disordered populations (with autism and dementia) and spotted differences between network atlases for healthy and autistic groups. Compared to other baseline methods, our fusion strategy achieved the best results in terms of template centeredness and population representativeness." @default.
• W2892495880 created "2018-10-05" @default.
• W2892495880 creator A5048784346 @default.
• W2892495880 creator A5064093732 @default.
• W2892495880 date "2019-01-01" @default.
• W2892495880 modified "2023-10-15" @default.
• W2892495880 title "Clustering-based multi-view network fusion for estimating brain network atlases of healthy and disordered populations" @default.
• W2892495880 cites W1458229720 @default.
• W2892495880 cites W1976119632 @default.
• W2892495880 cites W1979062697 @default.
• W2892495880 cites W1987219048 @default.
• W2892495880 cites W1999653836 @default.
• W2892495880 cites W2020519533 @default.
• W2892495880 cites W2023171362 @default.
• W2892495880 cites W2024729467 @default.
• W2892495880 cites W2032365301 @default.
• W2892495880 cites W2039112885 @default.
• W2892495880 cites W2040412343 @default.
• W2892495880 cites W2046683077 @default.
• W2892495880 cites W2065131965 @default.
• W2892495880 cites W2070231119 @default.
• W2892495880 cites W2094989064 @default.
• W2892495880 cites W2095114636 @default.
• W2892495880 cites W2095377654 @default.
• W2892495880 cites W2115716215 @default.
• W2892495880 cites W2120408841 @default.
• W2892495880 cites W2128251808 @default.
• W2892495880 cites W2128359078 @default.
• W2892495880 cites W2129179498 @default.
• W2892495880 cites W2131007620 @default.
• W2892495880 cites W2132092065 @default.
• W2892495880 cites W2146089088 @default.
• W2892495880 cites W2146874823 @default.
• W2892495880 cites W2149006054 @default.
• W2892495880 cites W2154997070 @default.
• W2892495880 cites W2164825442 @default.
• W2892495880 cites W2326514616 @default.
• W2892495880 cites W2589870402 @default.
• W2892495880 cites W2616982593 @default.
• W2892495880 cites W2752078407 @default.
• W2892495880 cites W2753120040 @default.
• W2892495880 cites W2794107469 @default.
• W2892495880 cites W4241074797 @default.
• W2892495880 doi "https://doi.org/10.1016/j.jneumeth.2018.09.028" @default.
• W2892495880 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30282004" @default.
• W2892495880 hasPublicationYear "2019" @default.
• W2892495880 type Work @default.
• W2892495880 sameAs 2892495880 @default.
• W2892495880 citedByCount "18" @default.
• W2892495880 countsByYear W28924958802019 @default.
• W2892495880 countsByYear W28924958802020 @default.
• W2892495880 countsByYear W28924958802021 @default.
• W2892495880 countsByYear W28924958802022 @default.
• W2892495880 countsByYear W28924958802023 @default.
• W2892495880 crossrefType "journal-article" @default.
• W2892495880 hasAuthorship W2892495880A5048784346 @default.
• W2892495880 hasAuthorship W2892495880A5064093732 @default.
• W2892495880 hasBestOaLocation W28924958801 @default.
• W2892495880 hasConcept C119857082 @default.
• W2892495880 hasConcept C124101348 @default.
• W2892495880 hasConcept C126838900 @default.
• W2892495880 hasConcept C143409427 @default.
• W2892495880 hasConcept C144024400 @default.
• W2892495880 hasConcept C149550507 @default.
• W2892495880 hasConcept C149923435 @default.
• W2892495880 hasConcept C151730666 @default.
• W2892495880 hasConcept C153180895 @default.
• W2892495880 hasConcept C154945302 @default.
• W2892495880 hasConcept C15744967 @default.
• W2892495880 hasConcept C169760540 @default.
• W2892495880 hasConcept C199360897 @default.
• W2892495880 hasConcept C2776673561 @default.
• W2892495880 hasConcept C2779097318 @default.
• W2892495880 hasConcept C2780801425 @default.
• W2892495880 hasConcept C2780972224 @default.
• W2892495880 hasConcept C2908647359 @default.
• W2892495880 hasConcept C3018011982 @default.
• W2892495880 hasConcept C41008148 @default.
• W2892495880 hasConcept C45715564 @default.
• W2892495880 hasConcept C71924100 @default.
• W2892495880 hasConcept C73555534 @default.
• W2892495880 hasConcept C86803240 @default.
• W2892495880 hasConceptScore W2892495880C119857082 @default.
• W2892495880 hasConceptScore W2892495880C124101348 @default.
• W2892495880 hasConceptScore W2892495880C126838900 @default.
• W2892495880 hasConceptScore W2892495880C143409427 @default.
• W2892495880 hasConceptScore W2892495880C144024400 @default.
• W2892495880 hasConceptScore W2892495880C149550507 @default.
• W2892495880 hasConceptScore W2892495880C149923435 @default.
• W2892495880 hasConceptScore W2892495880C151730666 @default.
• W2892495880 hasConceptScore W2892495880C153180895 @default.
• W2892495880 hasConceptScore W2892495880C154945302 @default.
• W2892495880 hasConceptScore W2892495880C15744967 @default.
• W2892495880 hasConceptScore W2892495880C169760540 @default.
• W2892495880 hasConceptScore W2892495880C199360897 @default.
• W2892495880 hasConceptScore W2892495880C2776673561 @default.
• W2892495880 hasConceptScore W2892495880C2779097318 @default.
• W2892495880 hasConceptScore W2892495880C2780801425 @default.

• next