Adaptive Multiview Nonnegative Matrix Factorization Algorithm for Integration of Multimodal Biomedical Data

The amounts and types of available multimodal tumor data are rapidly increasing, and their integration is critical for fully understanding the underlying cancer biology and personalizing treatment. However, the development of methods for effectively integrating multimodal data in a principled manner...

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Bibliographic Details

Published in:	Cancer informatics Vol. 2017; no. 16; p. 117693511772572
Main Authors:	Ray, Bisakha, Liu, Wenke, Fenyö, David
Format:	Journal Article
Language:	English
Published:	United States SAGE Publishing 2017 SAGE Publications
Subjects:	Methodology phenotype prediction Multimodal data dimensionality reduction nonnegative matrix factorization proteogenomics
ISSN:	1176-9351, 1176-9351
Online Access:	Get full text
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