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Registration-free analysis of diffusion MRI tractography data across subjects through the human lifespan

Diffusion MRI tractography produces massive sets of streamlines that need to be clustered into anatomically meaningful white-matter bundles. Conventional clustering techniques group streamlines based on their proximity in Euclidean space. We have developed AnatomiCuts, an unsupervised method for clu...

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Principais autores: Viviana Siless, Juliet Y. Davidow, Jared Nielsen, Qiuyun Fan, Trey Hedden, Marisa Hollinshead, Elizabeth Beam, Constanza M. Vidal Bustamante, Megan C. Garrad, Rosario Santillana, Emily E. Smith, Aya Hamadeh, Jenna Snyder, Michelle K. Drews, Koene R.A. Van Dijk, Margaret Sheridan, Leah H. Somerville, Anastasia Yendiki
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2020-07-01
Serier:NeuroImage
Fag:
Hierarchical clustering
Normalized cuts
Tractography
Diffusion MRI
Online adgang:http://www.sciencedirect.com/science/article/pii/S1053811920301907
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