FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200256871> ?p ?o ?g. }

• W4200256871 endingPage "1782" @default.
• W4200256871 startingPage "1766" @default.
• W4200256871 abstract "Outliers in neuroimaging represent spurious data or the data of unusual phenotypes that deserve special attention such as clinical follow-up. Outliers have usually been detected in a supervised or semi-supervised manner for labeled neuroimaging cohorts. There has been much less work using unsupervised outlier detection on large unlabeled cohorts like the UK Biobank brain imaging dataset. Given its large sample size, rare imaging phenotypes within this unique cohort are of interest, as they are often clinically relevant and could be informative for discovering new processes. Here, we developed a two-level outlier detection and screening methodology to characterize individual outliers from the multimodal MRI dataset of more than 15,000 UK Biobank subjects. In primary screening, using brain ventricles, white matter, cortical thickness, and functional connectivity-based imaging phenotypes, every subject was parameterized with an outlier score per imaging phenotype. Outlier scores of these imaging phenotypes had good-to-excellent test-retest reliability, with the exception of resting-state functional connectivity (RSFC). Due to the low reliability of RSFC outlier scores, RSFC outliers were excluded from further individual-level outlier screening. In secondary screening, the extreme outliers (1,026 subjects) were examined individually, and those arising from data collection/processing errors were eliminated. A representative subgroup of 120 subjects from the remaining non-artifactual outliers were radiologically reviewed, and radiological findings were identified in 97.5% of them. This study establishes an unsupervised framework for investigating rare individual imaging phenotypes within a large neuroimaging cohort." @default.
• W4200256871 created "2021-12-31" @default.
• W4200256871 creator A5014192128 @default.
• W4200256871 creator A5014732069 @default.
• W4200256871 creator A5024904743 @default.
• W4200256871 creator A5048962461 @default.
• W4200256871 creator A5086242757 @default.
• W4200256871 date "2021-12-26" @default.
• W4200256871 modified "2023-10-14" @default.
• W4200256871 title "Outlier detection in multimodal <scp>MRI</scp> identifies rare individual phenotypes among more than 15,000 brains" @default.
• W4200256871 cites W1458229720 @default.
• W4200256871 cites W1876967670 @default.
• W4200256871 cites W1964580878 @default.
• W4200256871 cites W1983208069 @default.
• W4200256871 cites W1999522048 @default.
• W4200256871 cites W2022530159 @default.
• W4200256871 cites W2024729467 @default.
• W4200256871 cites W2028055419 @default.
• W4200256871 cites W2033865693 @default.
• W4200256871 cites W2035809725 @default.
• W4200256871 cites W2051812123 @default.
• W4200256871 cites W2053465090 @default.
• W4200256871 cites W2055132316 @default.
• W4200256871 cites W2060759363 @default.
• W4200256871 cites W2067724039 @default.
• W4200256871 cites W2080951458 @default.
• W4200256871 cites W2084695544 @default.
• W4200256871 cites W2107499714 @default.
• W4200256871 cites W2118366819 @default.
• W4200256871 cites W2127309075 @default.
• W4200256871 cites W2141403362 @default.
• W4200256871 cites W2148828979 @default.
• W4200256871 cites W2150667092 @default.
• W4200256871 cites W2157446241 @default.
• W4200256871 cites W2167868121 @default.
• W4200256871 cites W2229782077 @default.
• W4200256871 cites W2337344967 @default.
• W4200256871 cites W2402346616 @default.
• W4200256871 cites W2471406153 @default.
• W4200256871 cites W2499800833 @default.
• W4200256871 cites W2507387536 @default.
• W4200256871 cites W2522628945 @default.
• W4200256871 cites W2607804943 @default.
• W4200256871 cites W2726705393 @default.
• W4200256871 cites W2773271197 @default.
• W4200256871 cites W2783148479 @default.
• W4200256871 cites W2790461194 @default.
• W4200256871 cites W2804251845 @default.
• W4200256871 cites W2809303994 @default.
• W4200256871 cites W2896782924 @default.
• W4200256871 cites W2951795510 @default.
• W4200256871 cites W2966883685 @default.
• W4200256871 cites W2985923507 @default.
• W4200256871 cites W3006025189 @default.
• W4200256871 cites W3032464132 @default.
• W4200256871 cites W3090653498 @default.
• W4200256871 cites W3093357877 @default.
• W4200256871 cites W3148284761 @default.
• W4200256871 cites W3148753670 @default.
• W4200256871 cites W3156232532 @default.
• W4200256871 cites W3158902361 @default.
• W4200256871 cites W3160947785 @default.
• W4200256871 cites W3161826775 @default.
• W4200256871 cites W4200256871 @default.
• W4200256871 cites W4221124597 @default.
• W4200256871 cites W4234180827 @default.
• W4200256871 cites W4241074797 @default.
• W4200256871 cites W4248143737 @default.
• W4200256871 cites W4256141317 @default.
• W4200256871 doi "https://doi.org/10.1002/hbm.25756" @default.
• W4200256871 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34957633" @default.
• W4200256871 hasPublicationYear "2021" @default.
• W4200256871 type Work @default.
• W4200256871 citedByCount "3" @default.
• W4200256871 countsByYear W42002568712021 @default.
• W4200256871 countsByYear W42002568712022 @default.
• W4200256871 crossrefType "journal-article" @default.
• W4200256871 hasAuthorship W4200256871A5014192128 @default.
• W4200256871 hasAuthorship W4200256871A5014732069 @default.
• W4200256871 hasAuthorship W4200256871A5024904743 @default.
• W4200256871 hasAuthorship W4200256871A5048962461 @default.
• W4200256871 hasAuthorship W4200256871A5086242757 @default.
• W4200256871 hasBestOaLocation W42002568712 @default.
• W4200256871 hasConcept C116567970 @default.
• W4200256871 hasConcept C154945302 @default.
• W4200256871 hasConcept C15744967 @default.
• W4200256871 hasConcept C169760540 @default.
• W4200256871 hasConcept C41008148 @default.
• W4200256871 hasConcept C58693492 @default.
• W4200256871 hasConcept C60644358 @default.
• W4200256871 hasConcept C71924100 @default.
• W4200256871 hasConcept C739882 @default.
• W4200256871 hasConcept C79337645 @default.
• W4200256871 hasConcept C86803240 @default.
• W4200256871 hasConceptScore W4200256871C116567970 @default.
• W4200256871 hasConceptScore W4200256871C154945302 @default.
• W4200256871 hasConceptScore W4200256871C15744967 @default.
• W4200256871 hasConceptScore W4200256871C169760540 @default.

• next