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Unsupervised Learning of Functional Network Dynamics in Resting State fMRI

Research in recent years has provided some evidence of temporal non-stationarity of functional connectivity in resting state fMRI. In this paper, we present a novel methodology that can decode connectivity dynamics into a temporal sequence of hidden network “states” for each subject, using a Hidden...

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Autors principals: Eavani, Harini, Satterthwaite, Theodore D., Gur, Raquel E., Gur, Ruben C., Davatzikos, Christos
Format: Artigo
Idioma:Inglês
Publicat: 2013
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3974209/
https://ncbi.nlm.nih.gov/pubmed/24683988
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