FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2962839800> ?p ?o ?g. }

• W2962839800 abstract "Graph theory provides a powerful framework to investigate brain functional connectivity networks and their modular organization. However, most graph-based methods suffer from a fundamental resolution limit that may have affected previous studies and prevented detection of modules, or communities, that are smaller than a specific scale. Surprise, a resolution-limit-free function rooted in discrete probability theory, has been recently introduced and applied to brain networks, revealing a wide size-distribution of functional modules, in contrast with many previous reports. However, the use of Surprise is limited to binary networks, while brain networks are intrinsically weighted, reflecting a continuous distribution of connectivity strengths between different brain regions. Here, we propose Asymptotical Surprise, a continuous version of Surprise, for the study of weighted brain connectivity networks, and validate this approach in synthetic networks endowed with a ground-truth modular structure. We compare Asymptotical Surprise with leading community detection methods currently in use and show its superior sensitivity in the detection of small modules even in the presence of noise and intersubject variability such as those observed in fMRI data. Finally, we apply our novel approach to functional connectivity networks from resting state fMRI experimenta, and demonstrate a heterogeneous modular organization, with a wide distribution of clusters spanning multiple scales." @default.
• W2962839800 created "2019-07-30" @default.
• W2962839800 creator A5010148927 @default.
• W2962839800 creator A5032401216 @default.
• W2962839800 creator A5076064125 @default.
• W2962839800 date "2016-09-14" @default.
• W2962839800 modified "2023-09-27" @default.
• W2962839800 title "Community detection in weighted brain connectivity networks beyond the resolution limit" @default.
• W2962839800 cites W1863433017 @default.
• W2962839800 cites W1868808864 @default.
• W2962839800 cites W1894416888 @default.
• W2962839800 cites W1969278445 @default.
• W2962839800 cites W1971421925 @default.
• W2962839800 cites W1971729008 @default.
• W2962839800 cites W1991709920 @default.
• W2962839800 cites W1995996823 @default.
• W2962839800 cites W1999653836 @default.
• W2962839800 cites W2005476331 @default.
• W2962839800 cites W2005821483 @default.
• W2962839800 cites W2012559638 @default.
• W2962839800 cites W2014022174 @default.
• W2962839800 cites W2021687531 @default.
• W2962839800 cites W2021947606 @default.
• W2962839800 cites W2023655578 @default.
• W2962839800 cites W2025543856 @default.
• W2962839800 cites W2029855260 @default.
• W2962839800 cites W2041713562 @default.
• W2962839800 cites W2044052132 @default.
• W2962839800 cites W2054658115 @default.
• W2962839800 cites W2063497316 @default.
• W2962839800 cites W2067456724 @default.
• W2962839800 cites W2081828863 @default.
• W2962839800 cites W2082459856 @default.
• W2962839800 cites W2089572795 @default.
• W2962839800 cites W2094426896 @default.
• W2962839800 cites W2095035319 @default.
• W2962839800 cites W2095189226 @default.
• W2962839800 cites W2095491050 @default.
• W2962839800 cites W2098236822 @default.
• W2962839800 cites W2101571519 @default.
• W2962839800 cites W2104240253 @default.
• W2962839800 cites W2128366083 @default.
• W2962839800 cites W2133495748 @default.
• W2962839800 cites W2139447054 @default.
• W2962839800 cites W2151936673 @default.
• W2962839800 cites W2159929956 @default.
• W2962839800 cites W2164998314 @default.
• W2962839800 cites W2167822639 @default.
• W2962839800 cites W2238145932 @default.
• W2962839800 cites W229097380 @default.
• W2962839800 cites W2745750801 @default.
• W2962839800 cites W3100007618 @default.
• W2962839800 hasPublicationYear "2016" @default.
• W2962839800 type Work @default.
• W2962839800 sameAs 2962839800 @default.
• W2962839800 citedByCount "0" @default.
• W2962839800 crossrefType "posted-content" @default.
• W2962839800 hasAuthorship W2962839800A5010148927 @default.
• W2962839800 hasAuthorship W2962839800A5032401216 @default.
• W2962839800 hasAuthorship W2962839800A5076064125 @default.
• W2962839800 hasConcept C101468663 @default.
• W2962839800 hasConcept C111919701 @default.
• W2962839800 hasConcept C134306372 @default.
• W2962839800 hasConcept C151201525 @default.
• W2962839800 hasConcept C154945302 @default.
• W2962839800 hasConcept C15744967 @default.
• W2962839800 hasConcept C169760540 @default.
• W2962839800 hasConcept C2780343955 @default.
• W2962839800 hasConcept C3018011982 @default.
• W2962839800 hasConcept C33923547 @default.
• W2962839800 hasConcept C41008148 @default.
• W2962839800 hasConcept C77805123 @default.
• W2962839800 hasConceptScore W2962839800C101468663 @default.
• W2962839800 hasConceptScore W2962839800C111919701 @default.
• W2962839800 hasConceptScore W2962839800C134306372 @default.
• W2962839800 hasConceptScore W2962839800C151201525 @default.
• W2962839800 hasConceptScore W2962839800C154945302 @default.
• W2962839800 hasConceptScore W2962839800C15744967 @default.
• W2962839800 hasConceptScore W2962839800C169760540 @default.
• W2962839800 hasConceptScore W2962839800C2780343955 @default.
• W2962839800 hasConceptScore W2962839800C3018011982 @default.
• W2962839800 hasConceptScore W2962839800C33923547 @default.
• W2962839800 hasConceptScore W2962839800C41008148 @default.
• W2962839800 hasConceptScore W2962839800C77805123 @default.
• W2962839800 hasLocation W29628398001 @default.
• W2962839800 hasOpenAccess W2962839800 @default.
• W2962839800 hasPrimaryLocation W29628398001 @default.
• W2962839800 hasRelatedWork W1938953260 @default.
• W2962839800 hasRelatedWork W1995664360 @default.
• W2962839800 hasRelatedWork W2003607121 @default.
• W2962839800 hasRelatedWork W2089260216 @default.
• W2962839800 hasRelatedWork W2162453074 @default.
• W2962839800 hasRelatedWork W2411622228 @default.
• W2962839800 hasRelatedWork W2416658370 @default.
• W2962839800 hasRelatedWork W2551010096 @default.
• W2962839800 hasRelatedWork W2569082115 @default.
• W2962839800 hasRelatedWork W2609735466 @default.
• W2962839800 hasRelatedWork W2616147070 @default.
• W2962839800 hasRelatedWork W2902503398 @default.
• W2962839800 hasRelatedWork W2942703471 @default.

• next