Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data

Incomplete data present serious problems when integrating largescale brain imaging data sets from different imaging modalities. In the Alzheimer's Disease Neuroimaging Initiative (ADNI), for example, over half of the subjects lack cerebrospinal fluid (CSF) measurements; an independent half of t...

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Podrobná bibliografia

Vydané v:	Proceedings / International Conference on Knowledge Discovery and Data Mining s. 1149
Hlavní autori:	Yuan, Lei, Wang, Yalin, Thompson, Paul M, Narayan, Vaibhav A, Ye, Jieping
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 2012
Predmet:	Multi-source feature learning multi-task learning Algorithms incomplete data
ISSN:	2154-817X
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