FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2904909998> ?p ?o ?g. }

• W2904909998 endingPage "430" @default.
• W2904909998 startingPage "421" @default.
• W2904909998 abstract "Sparse representation-based brain functional network modeling often results in large inter-subject variability in the network structure. This could reduce the statistical power in group comparison, or even deteriorate the generalization capability of the individualized diagnosis of brain diseases. Although group sparse representation (GSR) can alleviate such a limitation by increasing network similarity across subjects, it could, in turn, fail in providing satisfactory separability between the subjects from different groups (e.g., patients vs. controls). In this study, we propose to integrate individual functional connectivity (FC) information into the GSR-based network construction framework to achieve higher between-group separability while maintaining the merit of within-group consistency. Our method was based on an observation that the subjects from the same group have generally more similar FC patterns than those from different groups. To this end, we propose our new method, namely strength and similarity guided GSR (SSGSR), which exploits both BOLD signal temporal correlation-based low-order FC (LOFC) and inter-subject LOFC-profile similarity-based high-order FC (HOFC) as two priors to jointly guide the GSR-based network modeling. Extensive experimental comparisons are carried out, with the rs-fMRI data from mild cognitive impairment (MCI) subjects and healthy controls, between the proposed algorithm and other state-of-the-art brain network modeling approaches. Individualized MCI identification results show that our method could achieve a balance between the individually consistent brain functional network construction and the adequately maintained inter-group brain functional network distinctions, thus leading to a more accurate classification result. Our method also provides a promising and generalized solution for the future connectome-based individualized diagnosis of brain disease." @default.
• W2904909998 created "2018-12-22" @default.
• W2904909998 creator A5000937401 @default.
• W2904909998 creator A5008205289 @default.
• W2904909998 creator A5010949964 @default.
• W2904909998 creator A5037340898 @default.
• W2904909998 creator A5050560717 @default.
• W2904909998 creator A5050852420 @default.
• W2904909998 creator A5071773009 @default.
• W2904909998 date "2019-04-01" @default.
• W2904909998 modified "2023-10-16" @default.
• W2904909998 title "Strength and similarity guided group-level brain functional network construction for MCI diagnosis" @default.
• W2904909998 cites W1147354400 @default.
• W2904909998 cites W1587740805 @default.
• W2904909998 cites W1736658383 @default.
• W2904909998 cites W1940598466 @default.
• W2904909998 cites W1973612122 @default.
• W2904909998 cites W1980371155 @default.
• W2904909998 cites W1983493842 @default.
• W2904909998 cites W1999653836 @default.
• W2904909998 cites W2000363330 @default.
• W2904909998 cites W2007369824 @default.
• W2904909998 cites W2010216178 @default.
• W2904909998 cites W2010283825 @default.
• W2904909998 cites W2011099767 @default.
• W2904909998 cites W2011541551 @default.
• W2904909998 cites W2017033087 @default.
• W2904909998 cites W2017456650 @default.
• W2904909998 cites W2025560784 @default.
• W2904909998 cites W2027903877 @default.
• W2904909998 cites W2039728861 @default.
• W2904909998 cites W2041951497 @default.
• W2904909998 cites W2058169930 @default.
• W2904909998 cites W2059143861 @default.
• W2904909998 cites W2062788471 @default.
• W2904909998 cites W2063167566 @default.
• W2904909998 cites W2070147085 @default.
• W2904909998 cites W2074035958 @default.
• W2904909998 cites W2092594036 @default.
• W2904909998 cites W2093650784 @default.
• W2904909998 cites W2096672020 @default.
• W2904909998 cites W2104173495 @default.
• W2904909998 cites W2109874185 @default.
• W2904909998 cites W2112359769 @default.
• W2904909998 cites W2115865170 @default.
• W2904909998 cites W2116083905 @default.
• W2904909998 cites W2118323338 @default.
• W2904909998 cites W2124953625 @default.
• W2904909998 cites W2134858198 @default.
• W2904909998 cites W2136435696 @default.
• W2904909998 cites W2137554996 @default.
• W2904909998 cites W2143661428 @default.
• W2904909998 cites W2143826137 @default.
• W2904909998 cites W2146089088 @default.
• W2904909998 cites W2151915265 @default.
• W2904909998 cites W2153171432 @default.
• W2904909998 cites W2158592797 @default.
• W2904909998 cites W2167822639 @default.
• W2904909998 cites W2168094269 @default.
• W2904909998 cites W2175191116 @default.
• W2904909998 cites W2286206973 @default.
• W2904909998 cites W2294040673 @default.
• W2904909998 cites W2328176404 @default.
• W2904909998 cites W2345678177 @default.
• W2904909998 cites W2422365436 @default.
• W2904909998 cites W2521844864 @default.
• W2904909998 cites W2522980005 @default.
• W2904909998 cites W2523580789 @default.
• W2904909998 cites W2527896982 @default.
• W2904909998 cites W2583114732 @default.
• W2904909998 cites W2600323747 @default.
• W2904909998 cites W2737156152 @default.
• W2904909998 cites W2737769645 @default.
• W2904909998 cites W2752287204 @default.
• W2904909998 cites W2808098316 @default.
• W2904909998 cites W2919115771 @default.
• W2904909998 cites W829552687 @default.
• W2904909998 doi "https://doi.org/10.1016/j.patcog.2018.12.001" @default.
• W2904909998 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6774624" @default.
• W2904909998 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31579344" @default.
• W2904909998 hasPublicationYear "2019" @default.
• W2904909998 type Work @default.
• W2904909998 sameAs 2904909998 @default.
• W2904909998 citedByCount "92" @default.
• W2904909998 countsByYear W29049099982018 @default.
• W2904909998 countsByYear W29049099982019 @default.
• W2904909998 countsByYear W29049099982020 @default.
• W2904909998 countsByYear W29049099982021 @default.
• W2904909998 countsByYear W29049099982022 @default.
• W2904909998 countsByYear W29049099982023 @default.
• W2904909998 crossrefType "journal-article" @default.
• W2904909998 hasAuthorship W2904909998A5000937401 @default.
• W2904909998 hasAuthorship W2904909998A5008205289 @default.
• W2904909998 hasAuthorship W2904909998A5010949964 @default.
• W2904909998 hasAuthorship W2904909998A5037340898 @default.
• W2904909998 hasAuthorship W2904909998A5050560717 @default.
• W2904909998 hasAuthorship W2904909998A5050852420 @default.
• W2904909998 hasAuthorship W2904909998A5071773009 @default.

• next