FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W951718991> ?p ?o ?g. }

• W951718991 endingPage "280" @default.
• W951718991 startingPage "272" @default.
• W951718991 abstract "Schizophrenia (SZ), bipolar disorder (BP) and schizoaffective disorder (SAD) share some common symptoms, and there is still a debate about whether SAD is an independent category. To the best of our knowledge, no study has been done to differentiate these three disorders or to investigate the distinction of SAD as an independent category using fMRI data. This study is aimed to explore biomarkers from resting-state fMRI networks for differentiating these disorders and investigate the relationship among these disorders based on fMRI networks with an emphasis on SAD. Firstly, a novel group ICA method, group information guided independent component analysis (GIG-ICA), was applied to extract subject-specific brain networks from fMRI data of 20 healthy controls (HC), 20 SZ patients, 20 BP patients, 20 patients suffering from SAD with manic episodes (SADM), and 13 patients suffering from SAD with depressive episodes exclusively (SADD). Then, five-level one-way analysis of covariance and multiclass support vector machine recursive feature elimination were employed to identify discriminative regions from the networks. Subsequently, the t-distributed stochastic neighbor embedding (t-SNE) projection and the hierarchical clustering were implemented to investigate the relationship among those groups. Finally, to evaluate the generalization ability, 16 new subjects were classified based on the found regions and the trained model using original 93 subjects. Results show that the discriminative regions mainly included frontal, parietal, precuneus, cingulate, supplementary motor, cerebellar, insula and supramarginal cortices, which performed well in distinguishing different groups. SADM and SADD were the most similar to each other, although SADD had greater similarity to SZ compared to other groups, which indicates that SAD may be an independent category. BP was closer to HC compared with other psychotic disorders. In summary, resting-state fMRI brain networks extracted via GIG-ICA provide a promising potential to differentiate SZ, BP, and SAD." @default.
• W951718991 created "2016-06-24" @default.
• W951718991 creator A5011715160 @default.
• W951718991 creator A5032850756 @default.
• W951718991 creator A5053676331 @default.
• W951718991 creator A5059512905 @default.
• W951718991 creator A5066292657 @default.
• W951718991 creator A5073577615 @default.
• W951718991 creator A5074118407 @default.
• W951718991 creator A5086471439 @default.
• W951718991 date "2015-11-01" @default.
• W951718991 modified "2023-10-16" @default.
• W951718991 title "A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders" @default.
• W951718991 cites W1974854534 @default.
• W951718991 cites W1985311190 @default.
• W951718991 cites W1985327120 @default.
• W951718991 cites W1986589478 @default.
• W951718991 cites W1995708743 @default.
• W951718991 cites W1997298866 @default.
• W951718991 cites W1997888845 @default.
• W951718991 cites W2003730746 @default.
• W951718991 cites W2005816118 @default.
• W951718991 cites W2006612468 @default.
• W951718991 cites W2009494091 @default.
• W951718991 cites W2010931051 @default.
• W951718991 cites W2012702426 @default.
• W951718991 cites W2015636259 @default.
• W951718991 cites W2020575476 @default.
• W951718991 cites W2021722185 @default.
• W951718991 cites W2024317089 @default.
• W951718991 cites W2034258849 @default.
• W951718991 cites W2044477259 @default.
• W951718991 cites W2061189086 @default.
• W951718991 cites W2063237661 @default.
• W951718991 cites W2072799373 @default.
• W951718991 cites W2073092061 @default.
• W951718991 cites W2073279929 @default.
• W951718991 cites W2075446784 @default.
• W951718991 cites W2079291457 @default.
• W951718991 cites W2083300845 @default.
• W951718991 cites W2090664364 @default.
• W951718991 cites W2091177453 @default.
• W951718991 cites W2095491050 @default.
• W951718991 cites W2098433941 @default.
• W951718991 cites W2098493703 @default.
• W951718991 cites W2099567248 @default.
• W951718991 cites W2104016179 @default.
• W951718991 cites W2107360535 @default.
• W951718991 cites W2108384452 @default.
• W951718991 cites W2111783629 @default.
• W951718991 cites W2113162477 @default.
• W951718991 cites W2114044404 @default.
• W951718991 cites W2114636258 @default.
• W951718991 cites W2115687188 @default.
• W951718991 cites W2115971978 @default.
• W951718991 cites W2118064259 @default.
• W951718991 cites W2118232570 @default.
• W951718991 cites W2122499474 @default.
• W951718991 cites W2125868297 @default.
• W951718991 cites W2127499921 @default.
• W951718991 cites W2128369158 @default.
• W951718991 cites W2130419668 @default.
• W951718991 cites W2138724655 @default.
• W951718991 cites W2141724543 @default.
• W951718991 cites W2142997789 @default.
• W951718991 cites W2145316311 @default.
• W951718991 cites W2154080026 @default.
• W951718991 cites W2156014011 @default.
• W951718991 cites W2157246853 @default.
• W951718991 cites W2158186107 @default.
• W951718991 cites W2160939822 @default.
• W951718991 cites W2161160938 @default.
• W951718991 cites W2170702893 @default.
• W951718991 cites W2319124484 @default.
• W951718991 cites W2410086377 @default.
• W951718991 cites W2417818324 @default.
• W951718991 doi "https://doi.org/10.1016/j.neuroimage.2015.07.054" @default.
• W951718991 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4618037" @default.
• W951718991 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26216278" @default.
• W951718991 hasPublicationYear "2015" @default.
• W951718991 type Work @default.
• W951718991 sameAs 951718991 @default.
• W951718991 citedByCount "120" @default.
• W951718991 countsByYear W9517189912015 @default.
• W951718991 countsByYear W9517189912016 @default.
• W951718991 countsByYear W9517189912017 @default.
• W951718991 countsByYear W9517189912018 @default.
• W951718991 countsByYear W9517189912019 @default.
• W951718991 countsByYear W9517189912020 @default.
• W951718991 countsByYear W9517189912021 @default.
• W951718991 countsByYear W9517189912022 @default.
• W951718991 countsByYear W9517189912023 @default.
• W951718991 crossrefType "journal-article" @default.
• W951718991 hasAuthorship W951718991A5011715160 @default.
• W951718991 hasAuthorship W951718991A5032850756 @default.
• W951718991 hasAuthorship W951718991A5053676331 @default.
• W951718991 hasAuthorship W951718991A5059512905 @default.
• W951718991 hasAuthorship W951718991A5066292657 @default.

• next