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University of Nebraska - Lincoln

Independent component analysis

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Full-Text Articles in Nervous System

Increased Resting-State Functional Connectivity Of Visual- And Cognitive-Control Brain Networks After Training In Children With Reading Difficulties, Tzipi Horowitz-Kraus, Mark Difrancesco, Benjamin Kay, Yingying Wang, Scott K. Holland Jul 2015

Increased Resting-State Functional Connectivity Of Visual- And Cognitive-Control Brain Networks After Training In Children With Reading Difficulties, Tzipi Horowitz-Kraus, Mark Difrancesco, Benjamin Kay, Yingying Wang, Scott K. Holland

Center for Brain, Biology, and Behavior: Faculty and Staff Publications

The Reading Acceleration Program, a computerized reading-training program, increases activation in neural circuits related to reading.We examined the effect of the training on the functional connectivity between independent components related to visual processing, executive functions, attention, memory, and language during rest after the training. Children 8–12 years old with reading difficulties and typical readers participated in the study. Behavioral testing and functional magnetic resonance imaging were performed before and after the training. Imaging data were analyzed using an independent component analysis approach. After training, both reading groups showed increased single-word contextual reading and reading comprehension scores. Greater positive correlations between …


Comparison Of Functional Network Connectivity For Passive-Listening And Active-Response Narrative Comprehension In Adolescents, Yingying Wang, Scott K. Holland Apr 2014

Comparison Of Functional Network Connectivity For Passive-Listening And Active-Response Narrative Comprehension In Adolescents, Yingying Wang, Scott K. Holland

Center for Brain, Biology, and Behavior: Faculty and Staff Publications

Comprehension of narrative stories plays an important role in the development of language skills. In this study, we compared brain activity elicited by a passive-listening version and an active-response (AR) version of a narrative comprehension task by using independent component (IC) analysis on functional magnetic resonance imaging data from 21 adolescents (ages 14–18 years). Furthermore, we explored differences in functional network connectivity engaged by two versions of the task and investigated the relationship between the online response time and the strength of connectivity between each pair of ICs. Despite similar brain region involvements in auditory, temporoparietal, and frontoparietal language networks …