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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Bibliographic Details

Published in:	Proceedings / International Conference on Knowledge Discovery and Data Mining p. 1149
Main Authors:	Yuan, Lei, Wang, Yalin, Thompson, Paul M, Narayan, Vaibhav A, Ye, Jieping
Format:	Journal Article
Language:	English
Published:	United States 2012
Subjects:	Multi-source feature learning multi-task learning Algorithms incomplete data
ISSN:	2154-817X
Online Access:	Get more information
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