Article

Multi-modal brain fingerprinting: a manifold approximation based framework

2017-10-27

Abstract excerpt

This work presents an efficient framework, based on manifold approximation, for generating brain fingerprints from multi-modal data. The proposed framework represents images as bags of local features, which are used to build a subject proximity graph. Compact fingerprints are obtained by projecting this graph in a low-dimensional manifold, using spectral embedding. Experiments using the T1/T2-weighted MRI, diffusi...

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Identifiers and source

Literature Corpus work: 8eb87640-8964-551b-9dce-40517ce3c10e
DOI: 10.1101/209726

Open publication

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