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Epigenomic tensor predicts disease subtypes and reveals constrained tumor evolution
Authors:Jacob R. Leistico  Priyanka Saini  Christopher R. Futtner  Miroslav Hejna  Yasuhiro Omura  Pritin N. Soni  Poorva Sandlesh  Magdy Milad  Jian-Jun Wei  Serdar Bulun  J. Brandon Parker  Grant D. Barish  Jun S. Song  Debabrata Chakravarti
Affiliation:1. Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL, USA;2. Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA;3. Department of Obstetrics and Gynecology, Northwestern University, Chicago, IL, USA;4. Department of Medicine, Northwestern University, Chicago, IL, USA;5. Department of Pathology, Northwestern University, Chicago, IL, USA;6. Department of Pharmacology, Northwestern University, Chicago, IL, USA;7. Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, USA;8. Feinberg School of Medicine, Northwestern University, Chicago, IL, USA;9. Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract:
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  • Keywords:epigenomics  tensor decomposition  support tensor machine  leiomyoma  cancer  HOXA13
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