Language task-based fMRI analysis using machine learning and deep learning

Language task-based fMRI analysis using machine learning and deep learning

IntroductionTask-based language fMRI is a non-invasive method of identifying brain regions subserving language that is used to plan neurosurgical resections which potentially encroach on eloquent regions. The use of unstructured fMRI paradigms, such as naturalistic fMRI, to map language is of increa...

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Bibliographic Details
Main Authors: Elaine Kuan, Viktor Vegh, John Phamnguyen, Kieran O’Brien, Amanda Hammond, David Reutens
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Radiology
Subjects:
task-based fMRI
language
time series
brain activation
machine learning
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2024.1495181/full
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