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Manifold Modeling for Brain Population Analysis

This paper describes a method for building efficient representations of large sets of brain images. Our hypothesis is that the space spanned by a set of brain images can be captured, to a close approximation, by a low-dimensional, nonlinear manifold. This paper presents a method to learn such a low-...

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書誌詳細
主要な著者: Gerber, Samuel, Tasdizen, Tolga, Fletcher, P. Thomas, Joshi, Sarang, Whitaker, Ross
フォーマット: Artigo
言語:Inglês
出版事項: 2010
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3020141/
https://ncbi.nlm.nih.gov/pubmed/20579930
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2010.05.008
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