FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387639043> ?p ?o ?g. }

• W4387639043 abstract "The examination of multivariate brain morphometry patterns has gained attention in recent years, especially for their powerful exploratory capabilities in the study of differences between patients and controls. Among the many existing methods and tools for the analysis of brain anatomy based on structural magnetic resonance imaging data, data-driven source-based morphometry (SBM) focuses on the exploratory detection of such patterns. Here, we implement a semi-blind extension of SBM, called constrained source-based morphometry (constrained SBM), which enables the extraction of maximally independent reference-alike sources using the constrained independent component analysis (ICA) approach. To do this, we combine SBM with a set of reference components covering the full brain, derived from a large independent data set (UKBiobank), to provide a fully automated SBM framework. This also allows us to implement a federated version of constrained SBM (cSBM) to allow analysis of data that is not locally accessible. In our proposed decentralized constrained source-based morphometry (dcSBM), the original data never leaves the local site. Each site operates constrained ICA on its private local data using a common distributed computation platform. Next, an aggregator/master node aggregates the results estimated from each local site and applies statistical analysis to estimate the significance of the sources. Finally, we utilize two additional multisite patient data sets to validate our model by comparing the resulting group difference estimates from both cSBM and dcSBM." @default.
• W4387639043 created "2023-10-15" @default.
• W4387639043 creator A5009706409 @default.
• W4387639043 creator A5024260846 @default.
• W4387639043 creator A5032850756 @default.
• W4387639043 creator A5053403099 @default.
• W4387639043 creator A5069354524 @default.
• W4387639043 date "2023-10-14" @default.
• W4387639043 modified "2023-10-16" @default.
• W4387639043 title "<scp>dcSBM</scp>: A federated constrained source‐based morphometry approach for multivariate brain structure mapping" @default.
• W4387639043 cites W1634632133 @default.
• W4387639043 cites W1998780604 @default.
• W4387639043 cites W2000419583 @default.
• W4387639043 cites W2013962472 @default.
• W4387639043 cites W2038061678 @default.
• W4387639043 cites W2065131965 @default.
• W4387639043 cites W2098646031 @default.
• W4387639043 cites W2098787985 @default.
• W4387639043 cites W2113506774 @default.
• W4387639043 cites W2114093216 @default.
• W4387639043 cites W2115971978 @default.
• W4387639043 cites W2118421222 @default.
• W4387639043 cites W2119720840 @default.
• W4387639043 cites W2141724543 @default.
• W4387639043 cites W2141815738 @default.
• W4387639043 cites W2144262351 @default.
• W4387639043 cites W2159024459 @default.
• W4387639043 cites W2162950935 @default.
• W4387639043 cites W2166367991 @default.
• W4387639043 cites W2166793287 @default.
• W4387639043 cites W2172045185 @default.
• W4387639043 cites W2509559618 @default.
• W4387639043 cites W2517148812 @default.
• W4387639043 cites W2588968872 @default.
• W4387639043 cites W2747936636 @default.
• W4387639043 cites W2756265677 @default.
• W4387639043 cites W2793664204 @default.
• W4387639043 cites W2889298776 @default.
• W4387639043 cites W2944120510 @default.
• W4387639043 cites W2979674049 @default.
• W4387639043 cites W2984059479 @default.
• W4387639043 cites W3011417263 @default.
• W4387639043 cites W3013188727 @default.
• W4387639043 cites W3048396787 @default.
• W4387639043 cites W3094378046 @default.
• W4387639043 cites W3111021680 @default.
• W4387639043 cites W3121045849 @default.
• W4387639043 cites W3122559201 @default.
• W4387639043 cites W3134747182 @default.
• W4387639043 cites W3136511412 @default.
• W4387639043 cites W3217284217 @default.
• W4387639043 cites W4214918942 @default.
• W4387639043 cites W4220943066 @default.
• W4387639043 cites W4225014985 @default.
• W4387639043 cites W4381165237 @default.
• W4387639043 doi "https://doi.org/10.1002/hbm.26483" @default.
• W4387639043 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37837630" @default.
• W4387639043 hasPublicationYear "2023" @default.
• W4387639043 type Work @default.
• W4387639043 citedByCount "0" @default.
• W4387639043 crossrefType "journal-article" @default.
• W4387639043 hasAuthorship W4387639043A5009706409 @default.
• W4387639043 hasAuthorship W4387639043A5024260846 @default.
• W4387639043 hasAuthorship W4387639043A5032850756 @default.
• W4387639043 hasAuthorship W4387639043A5053403099 @default.
• W4387639043 hasAuthorship W4387639043A5069354524 @default.
• W4387639043 hasBestOaLocation W43876390431 @default.
• W4387639043 hasConcept C11413529 @default.
• W4387639043 hasConcept C119857082 @default.
• W4387639043 hasConcept C124101348 @default.
• W4387639043 hasConcept C153180895 @default.
• W4387639043 hasConcept C154945302 @default.
• W4387639043 hasConcept C161584116 @default.
• W4387639043 hasConcept C177264268 @default.
• W4387639043 hasConcept C199360897 @default.
• W4387639043 hasConcept C2522767166 @default.
• W4387639043 hasConcept C3018260909 @default.
• W4387639043 hasConcept C41008148 @default.
• W4387639043 hasConcept C45374587 @default.
• W4387639043 hasConcept C51432778 @default.
• W4387639043 hasConcept C58489278 @default.
• W4387639043 hasConceptScore W4387639043C11413529 @default.
• W4387639043 hasConceptScore W4387639043C119857082 @default.
• W4387639043 hasConceptScore W4387639043C124101348 @default.
• W4387639043 hasConceptScore W4387639043C153180895 @default.
• W4387639043 hasConceptScore W4387639043C154945302 @default.
• W4387639043 hasConceptScore W4387639043C161584116 @default.
• W4387639043 hasConceptScore W4387639043C177264268 @default.
• W4387639043 hasConceptScore W4387639043C199360897 @default.
• W4387639043 hasConceptScore W4387639043C2522767166 @default.
• W4387639043 hasConceptScore W4387639043C3018260909 @default.
• W4387639043 hasConceptScore W4387639043C41008148 @default.
• W4387639043 hasConceptScore W4387639043C45374587 @default.
• W4387639043 hasConceptScore W4387639043C51432778 @default.
• W4387639043 hasConceptScore W4387639043C58489278 @default.
• W4387639043 hasFunder F4320306076 @default.
• W4387639043 hasFunder F4320332161 @default.
• W4387639043 hasLocation W43876390431 @default.
• W4387639043 hasLocation W43876390432 @default.
• W4387639043 hasOpenAccess W4387639043 @default.

• next