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Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis

Resting-state functional connectivity states are often identified as clusters of dynamic connectivity patterns. However, existing clustering approaches do not distinguish major states from rarely occurring minor states and hence are sensitive to noise. To address this issue, we propose to model majo...

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Detalhes bibliográficos
Publicado no:Inf Process Med Imaging
Main Authors: Zhao, Qingyu, Honnorat, Nicolas, Adeli, Ehsan, Pohl, Kilian M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7375028/
https://ncbi.nlm.nih.gov/pubmed/32699491
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-20351-1_68
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