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State-space model with deep learning for functional dynamics estimation in resting-state fMRI

Studies on resting-state functional Magnetic Resonance Imaging (rs-fMRI) have shown that different brain regions still actively interact with each other while a subject is at rest, and such functional interaction is not stationary but changes over time. In terms of a large-scale brain network, in th...

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Bibliographische Detailangaben
Veröffentlicht in:Neuroimage
Hauptverfasser: Suk, Heung-Il, Wee, Chong-Yaw, Lee, Seong-Whan, Shen, Dinggang
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5437848/
https://ncbi.nlm.nih.gov/pubmed/26774612
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2016.01.005
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