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• W4292869897 abstract "Identification of informative signatures from electrophysiological signals is important for understanding brain developmental patterns, where techniques such as magnetoencephalography (MEG) are particularly useful. However, less attention has been given to fully utilizing the multidimensional nature of MEG data for extracting components that describe these patterns. Tensor factorizations of MEG yield components that encapsulate the data’s multidimensional nature, providing parsimonious models identifying latent brain patterns for meaningful summarization of neural processes. To address the need for meaningful MEG signatures for studies of pediatric cohorts, we propose a tensor-based approach for extracting developmental signatures of multi-subject MEG data. We employ the canonical polyadic (CP) decomposition for estimating latent spatiotemporal components of the data, and use these components for group level statistical inference. Using CP decomposition along with hierarchical clustering, we were able to extract typical early and late latency event-related field (ERF) components that were discriminative of high and low performance groups ((p < 0.05)) and significantly correlated with major cognitive domains such as attention, episodic memory, executive function, and language comprehension. We demonstrate that tensor-based group level statistical inference of MEG can produce signatures descriptive of the multidimensional MEG data. Furthermore, these features can be used to study group differences in brain patterns and cognitive function of healthy children. We provide an effective tool that may be useful for assessing child developmental status and brain function directly from electrophysiological measurements and facilitate the prospective assessment of cognitive processes." @default.
• W4292869897 created "2022-08-24" @default.
• W4292869897 creator A5012996112 @default.
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• W4292869897 date "2022-08-24" @default.
• W4292869897 modified "2023-10-16" @default.
• W4292869897 title "Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data" @default.
• W4292869897 cites W1513100438 @default.
• W4292869897 cites W1539811621 @default.
• W4292869897 cites W1605458923 @default.
• W4292869897 cites W1676198469 @default.
• W4292869897 cites W1814500939 @default.
• W4292869897 cites W1850136704 @default.
• W4292869897 cites W1850764867 @default.
• W4292869897 cites W1966845080 @default.
• W4292869897 cites W1967125431 @default.
• W4292869897 cites W1970061403 @default.
• W4292869897 cites W1975973734 @default.
• W4292869897 cites W1982524534 @default.
• W4292869897 cites W1983576072 @default.
• W4292869897 cites W1985155197 @default.
• W4292869897 cites W1985327120 @default.
• W4292869897 cites W1986589478 @default.
• W4292869897 cites W1986613080 @default.
• W4292869897 cites W1991042426 @default.
• W4292869897 cites W1991840148 @default.
• W4292869897 cites W1992936231 @default.
• W4292869897 cites W1994219736 @default.
• W4292869897 cites W2000215628 @default.
• W4292869897 cites W2007997380 @default.
• W4292869897 cites W2008114373 @default.
• W4292869897 cites W2019032222 @default.
• W4292869897 cites W2025828896 @default.
• W4292869897 cites W2031923292 @default.
• W4292869897 cites W2043793719 @default.
• W4292869897 cites W2044010844 @default.
• W4292869897 cites W2044030624 @default.
• W4292869897 cites W2047419255 @default.
• W4292869897 cites W2049017883 @default.
• W4292869897 cites W2057503509 @default.
• W4292869897 cites W2062273564 @default.
• W4292869897 cites W2062673120 @default.
• W4292869897 cites W2064059030 @default.
• W4292869897 cites W2065642262 @default.
• W4292869897 cites W2070882719 @default.
• W4292869897 cites W2071741225 @default.
• W4292869897 cites W2082830484 @default.
• W4292869897 cites W2084333685 @default.
• W4292869897 cites W2085946009 @default.
• W4292869897 cites W2087038079 @default.
• W4292869897 cites W2088309388 @default.
• W4292869897 cites W2089445094 @default.
• W4292869897 cites W2097629848 @default.
• W4292869897 cites W2104640717 @default.
• W4292869897 cites W2107026277 @default.
• W4292869897 cites W2107650106 @default.
• W4292869897 cites W2113378591 @default.
• W4292869897 cites W2113506774 @default.
• W4292869897 cites W2123402141 @default.
• W4292869897 cites W2123649031 @default.
• W4292869897 cites W2124548479 @default.
• W4292869897 cites W2126501664 @default.
• W4292869897 cites W2128390591 @default.
• W4292869897 cites W2128495200 @default.
• W4292869897 cites W2132022182 @default.
• W4292869897 cites W2133084664 @default.
• W4292869897 cites W2135894974 @default.
• W4292869897 cites W2138790588 @default.
• W4292869897 cites W2140178265 @default.
• W4292869897 cites W2141280932 @default.
• W4292869897 cites W2142410791 @default.
• W4292869897 cites W2145025818 @default.
• W4292869897 cites W2150059498 @default.
• W4292869897 cites W2151851615 @default.
• W4292869897 cites W2158312857 @default.
• W4292869897 cites W2160047866 @default.
• W4292869897 cites W2162726907 @default.
• W4292869897 cites W2168175751 @default.
• W4292869897 cites W2169918686 @default.
• W4292869897 cites W2170522204 @default.
• W4292869897 cites W2201197701 @default.
• W4292869897 cites W2511883439 @default.
• W4292869897 cites W2516041031 @default.
• W4292869897 cites W2562953409 @default.
• W4292869897 cites W2603268278 @default.
• W4292869897 cites W2750913037 @default.
• W4292869897 cites W2755866372 @default.
• W4292869897 cites W2766902212 @default.
• W4292869897 cites W2776072295 @default.
• W4292869897 cites W2808004150 @default.
• W4292869897 cites W2885327996 @default.
• W4292869897 cites W2891284476 @default.
• W4292869897 cites W2904656448 @default.

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