Ontology highlight
ABSTRACT:
SUBMITTER: Siless V
PROVIDER: S-EPMC8482444 | biostudies-literature | 2020 Jul
REPOSITORIES: biostudies-literature
Siless Viviana V Davidow Juliet Y JY Nielsen Jared J Fan Qiuyun Q Hedden Trey T Hollinshead Marisa M Beam Elizabeth E Vidal Bustamante Constanza M CM Garrad Megan C MC Santillana Rosario R Smith Emily E EE Hamadeh Aya A Snyder Jenna J Drews Michelle K MK Van Dijk Koene R A KRA Sheridan Margaret M Somerville Leah H LH Yendiki Anastasia A
NeuroImage 20200306
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 clustering tractography streamlines based on their neighboring anatomical structures, rather than their coordinates in Euclidean space. In this work, we show that the anatomical similarity metric used in ...[more]