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Evaluating the Feasibility of an Agglomerative Hierarchy Clustering Algorithm for the Automatic Detection of the Arterial Input Function Using DSC-MRI

During dynamic susceptibility contrast-magnetic resonance imaging (DSC-MRI), it has been demonstrated that the arterial input function (AIF) can be obtained using fuzzy c-means (FCM) and k-means clustering methods. However, due to the dependence on the initial centers of clusters, both clustering me...

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Detalhes bibliográficos
Main Authors: Yin, Jiandong, Yang, Jiawen, Guo, Qiyong
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4059756/
https://ncbi.nlm.nih.gov/pubmed/24932638
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0100308
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