Statistical Analysis of fNIRS Data: Consideration of Spatial Varying Coefficient Model of Prefrontal Cortex Activity Changes During Speech Motor Learning in Apraxia of Speech

Statistical Analysis of fNIRS Data: Consideration of Spatial Varying Coefficient Model of Prefrontal Cortex Activity Changes During Speech Motor Learning in Apraxia of Speech

Apraxia of speech is an impairment in the planning and programming of speech typically accompanied by aphasia (language impairment) secondary to a left hemisphere stroke. It is unknown if the structural and functional connections to the damaged area implicate the integrity of the cognitive functions...

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Bibliographic Details
Main Authors: Rachel Johnson, Jennifer Matthews, Norou Diawara, Rachel Carroll
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
fNIRS
prefrontal cortex activity
generalized linear model
spatial varying
Moran statistics
apraxia of speech
Online Access:https://www.frontiersin.org/article/10.3389/fams.2020.00032/full

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