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Exploratory Matrix Factorization Techniques for Large Scale Biomedical Data Sets

Lang, Elmar ; Schachtner, R. ; Lutter, D. ; Herold, Daniela ; Kodewitz, A. ; Blöchl, FJ and Keck ; Theis, Fabian J. ; Keck, Ingo R. ; Gorriz, J. M. ; Gomez-Vilda, P. ; Tome, A. M.


Abstract

Exploratory matrix factorization (EMF) techniques applied to two-way or multi-way biomedical data arrays provide new and efficient analysis tools which are currently explored to analyze large scale data sets like gene expression profiles (GEP) measured on microarrays, lipidomic or metabolomic profiles acquired by mass spectrometry (MS) and/or high performance liquid chromatography (HPLC) as well ...

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