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

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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Bibliographic Details
Main Authors: 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: Article
Language:English
Published: Elsevier 2020-07-01
Series:NeuroImage
Subjects:
Hierarchical clustering
Normalized cuts
Tractography
Diffusion MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920301907

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http://www.sciencedirect.com/science/article/pii/S1053811920301907

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