Article
Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHD.
NeuroImage - 15 Nov 2014
Anderson Ariana, Douglas Pamela K, Kerr Wesley T, Haynes Virginia S, Yuille Alan L, Xie Jianwen, Wu Ying Nian, Brown Jesse A, Cohen Mark S
Abstract excerpt
In the multimodal neuroimaging framework, data on a single subject are collected from inherently different sources such as functional MRI, structural MRI, behavioral and/or phenotypic information. The information each source provides is not independent; a subset of features from each modality maps to one or more common latent dimensions, which can be interpreted using generative models. These latent dimensions,...
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