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Removal of batch effects using distribution-matching residual networks

MOTIVATION: Sources of variability in experimentally derived data include measurement error in addition to the physical phenomena of interest. This measurement error is a combination of systematic components, originating from the measuring instrument and random measurement errors. Several novel biol...

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Veröffentlicht in:Bioinformatics
Hauptverfasser: Shaham, Uri, Stanton, Kelly P, Zhao, Jun, Li, Huamin, Raddassi, Khadir, Montgomery, Ruth, Kluger, Yuval
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870543/
https://ncbi.nlm.nih.gov/pubmed/28419223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx196
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