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Software tool for internal standard based normalization of lipids, and effect of data-processing strategies on resulting values.

Jeremy P KoelmelJason A CochranCandice Z UlmerAllison J LevyRainey E PattersonBerkley C OlsenRichard A YostJohn A BowdenTimothy J Garrett
Published in: BMC bioinformatics (2019)
LMN can be integrated into an open source workflow which completes all data processing steps including feature finding, annotation, and quantification for LC-MS/MS studies. Using LMN we determined that in certain cases the use of peak height versus peak area, certain adducts, and negative versus positive polarity data can have major effects on the final concentration obtained.
Keyphrases
  • electronic health record
  • big data
  • machine learning
  • data analysis
  • deep learning
  • physical activity
  • fatty acid