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
Main Authors: Bisakha Ray, Wenke Liu, David Fenyö
Format: Article
Language:English
Published: SAGE Publishing 2017-08-01
Series:Cancer Informatics
Online Access:https://doi.org/10.1177/1176935117725727