Joint embedding: A scalable alignment to compare individuals in a connectivity space

Joint embedding: A scalable alignment to compare individuals in a connectivity space

A common coordinate space enabling comparison across individuals is vital to understanding human brain organization and individual differences. By leveraging dimensionality reduction algorithms, high-dimensional fMRI data can be represented in a low-dimensional space to characterize individual featu...

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Bibliographic Details
Main Authors: Karl-Heinz Nenning, Ting Xu, Ernst Schwartz, Jesus Arroyo, Adelheid Woehrer, Alexandre R. Franco, Joshua T. Vogelstein, Daniel S. Margulies, Hesheng Liu, Jonathan Smallwood, Michael P. Milham, Georg Langs
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:NeuroImage
Subjects:
Functional alignment
Joint embedding
Functional gradient
Lifespan
Common space
Individual differences
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920307187

Internet

http://www.sciencedirect.com/science/article/pii/S1053811920307187

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