FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2951907087> ?p ?o ?g. }

• W2951907087 abstract "Abstract The study of functional brain networks has grown rapidly over the past decade. While most functional connectivity (FC) analyses estimate one static network structure for the entire length of the functional magnetic resonance imaging (fMRI) time series, recently there has been increased interest in studying time-varying changes in FC. Hidden Markov models (HMMs) have proven to be a useful modeling approach for discovering repeating graphs of interacting brain regions (brain states). However, a limitation lies in HMMs assuming that the sojourn time, the number of consecutive time points in a state, is geometrically distributed. This may encourage inaccurate estimation of the time spent in a state before switching to another state. We propose a hidden semi-Markov model (HSMM) approach for inferring time-varying brain networks from fMRI data, which explicitly models the sojourn distribution. Specifically, we propose using HSMMs to find each subject’s most probable series of network states and the graphs associated with each state, while properly estimating and modeling the sojourn distribution for each state. We perform a simulation study, as well as an analysis on both task-based fMRI data from an anxiety-inducing experiment and resting-state fMRI data from the Human Connectome Project. Our results demonstrate the importance of model choice when estimating sojourn times and reveal their potential for understanding healthy and diseased brain mechanisms." @default.
• W2951907087 created "2019-06-27" @default.
• W2951907087 creator A5010490290 @default.
• W2951907087 creator A5019992838 @default.
• W2951907087 creator A5044021585 @default.
• W2951907087 creator A5074044378 @default.
• W2951907087 date "2019-01-14" @default.
• W2951907087 modified "2023-09-24" @default.
• W2951907087 title "Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models" @default.
• W2951907087 cites W1968248619 @default.
• W2951907087 cites W1976623182 @default.
• W2951907087 cites W1983208069 @default.
• W2951907087 cites W1989577623 @default.
• W2951907087 cites W1989844119 @default.
• W2951907087 cites W2007894316 @default.
• W2951907087 cites W2023095826 @default.
• W2951907087 cites W2035753486 @default.
• W2951907087 cites W2037035617 @default.
• W2951907087 cites W2049633694 @default.
• W2951907087 cites W2063497316 @default.
• W2951907087 cites W2067877506 @default.
• W2951907087 cites W2068258189 @default.
• W2951907087 cites W2076618452 @default.
• W2951907087 cites W2077514957 @default.
• W2951907087 cites W2086699924 @default.
• W2951907087 cites W2087284982 @default.
• W2951907087 cites W2088088467 @default.
• W2951907087 cites W2096672020 @default.
• W2951907087 cites W2107884074 @default.
• W2951907087 cites W2118366819 @default.
• W2951907087 cites W2124698428 @default.
• W2951907087 cites W2125838338 @default.
• W2951907087 cites W2142384583 @default.
• W2951907087 cites W2142566135 @default.
• W2951907087 cites W2146141169 @default.
• W2951907087 cites W2150023439 @default.
• W2951907087 cites W2170702893 @default.
• W2951907087 cites W2170736894 @default.
• W2951907087 cites W2431015478 @default.
• W2951907087 cites W2486096428 @default.
• W2951907087 cites W2733595594 @default.
• W2951907087 cites W2757072205 @default.
• W2951907087 cites W2765216222 @default.
• W2951907087 cites W2774553942 @default.
• W2951907087 cites W2774646741 @default.
• W2951907087 cites W61705880 @default.
• W2951907087 doi "https://doi.org/10.1101/519868" @default.
• W2951907087 hasPublicationYear "2019" @default.
• W2951907087 type Work @default.
• W2951907087 sameAs 2951907087 @default.
• W2951907087 citedByCount "4" @default.
• W2951907087 countsByYear W29519070872020 @default.
• W2951907087 countsByYear W29519070872021 @default.
• W2951907087 countsByYear W29519070872022 @default.
• W2951907087 crossrefType "posted-content" @default.
• W2951907087 hasAuthorship W2951907087A5010490290 @default.
• W2951907087 hasAuthorship W2951907087A5019992838 @default.
• W2951907087 hasAuthorship W2951907087A5044021585 @default.
• W2951907087 hasAuthorship W2951907087A5074044378 @default.
• W2951907087 hasBestOaLocation W29519070871 @default.
• W2951907087 hasConcept C11413529 @default.
• W2951907087 hasConcept C119857082 @default.
• W2951907087 hasConcept C153180895 @default.
• W2951907087 hasConcept C154945302 @default.
• W2951907087 hasConcept C15744967 @default.
• W2951907087 hasConcept C163836022 @default.
• W2951907087 hasConcept C169760540 @default.
• W2951907087 hasConcept C23224414 @default.
• W2951907087 hasConcept C2779226451 @default.
• W2951907087 hasConcept C2781312939 @default.
• W2951907087 hasConcept C3018011982 @default.
• W2951907087 hasConcept C41008148 @default.
• W2951907087 hasConcept C45715564 @default.
• W2951907087 hasConcept C48103436 @default.
• W2951907087 hasConcept C66324658 @default.
• W2951907087 hasConcept C97820695 @default.
• W2951907087 hasConcept C98763669 @default.
• W2951907087 hasConceptScore W2951907087C11413529 @default.
• W2951907087 hasConceptScore W2951907087C119857082 @default.
• W2951907087 hasConceptScore W2951907087C153180895 @default.
• W2951907087 hasConceptScore W2951907087C154945302 @default.
• W2951907087 hasConceptScore W2951907087C15744967 @default.
• W2951907087 hasConceptScore W2951907087C163836022 @default.
• W2951907087 hasConceptScore W2951907087C169760540 @default.
• W2951907087 hasConceptScore W2951907087C23224414 @default.
• W2951907087 hasConceptScore W2951907087C2779226451 @default.
• W2951907087 hasConceptScore W2951907087C2781312939 @default.
• W2951907087 hasConceptScore W2951907087C3018011982 @default.
• W2951907087 hasConceptScore W2951907087C41008148 @default.
• W2951907087 hasConceptScore W2951907087C45715564 @default.
• W2951907087 hasConceptScore W2951907087C48103436 @default.
• W2951907087 hasConceptScore W2951907087C66324658 @default.
• W2951907087 hasConceptScore W2951907087C97820695 @default.
• W2951907087 hasConceptScore W2951907087C98763669 @default.
• W2951907087 hasLocation W29519070871 @default.
• W2951907087 hasOpenAccess W2951907087 @default.
• W2951907087 hasPrimaryLocation W29519070871 @default.
• W2951907087 hasRelatedWork W2078953910 @default.
• W2951907087 hasRelatedWork W2563279629 @default.
• W2951907087 hasRelatedWork W2938563813 @default.

• next