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Robust Motion Regression of Resting-State Data Using a Convolutional Neural Network Model

Resting-state functional magnetic resonance imaging (rs-fMRI) based on the blood-oxygen-level-dependent (BOLD) signal has been widely used in healthy individuals and patients to investigate brain functions when the subjects are in a resting or task-negative state. Head motion considerably confounds...

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Détails bibliographiques
Publié dans:Front Neurosci
Auteurs principaux: Yang, Zhengshi, Zhuang, Xiaowei, Sreenivasan, Karthik, Mishra, Virendra, Cordes, Dietmar
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6482337/
https://ncbi.nlm.nih.gov/pubmed/31057348
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00169
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