PatternMarkers & GWCoGAPS for novel data-driven biomarkers via whole transcriptome NMF

Author:

Stein-O’Brien Genevieve L12,Carey Jacob L3,Lee Wai Shing3,Considine Michael3,Favorov Alexander V345,Flam Emily6,Guo Theresa6,Li Sijia6,Marchionni Luigi6,Sherman Thomas7,Sivy Shawn7,Gaykalova Daria A6,McKay Ronald D2,Ochs Michael F7,Colantuoni Carlo89,Fertig Elana J3

Affiliation:

1. McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA

2. Lieber Institute for Brain Development, Baltimore, MD, USA

3. Department of Oncology and Division of Biostatistics and Bioinformatics, Johns Hopkins School of Medicine, Baltimore, MD, USA

4. Vavilov Institute of General Genetics, Moscow, Russia

5. Research Institute of Genetics and Selection of Industrial Microorganisms, Moscow, Russia

6. Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA

7. Department of Mathematics and Statistics, The College of New Jersey, Ewing Township, NJ, USA

8. Department of Neurology and Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, USA

9. Institute for Genome Sciences, University of Maryland School of Medicine

Funder

National Institutes of Health

Lieber Institute for Brain Development

Cleveland Foundation and Johns Hopkins University Discovery

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

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