Multivariate strategy for the sample selection and integration of multi-batch data in metabolomics.

Izabella SurowiecErik JohanssonFrida TorellHelena IdborgIva GunnarssonElisabet SvenungssonPer-Johan JakobssonJohan Trygg

Published in: Metabolomics : Official journal of the Metabolomic Society (2017)

Design of experiment based representative sample selection ensured diversity and minimized bias that could be introduced at this step. Combined metabolic profile enabled unified analysis and interpretation.

Keyphrases

data analysis
mass spectrometry
electronic health record
cross sectional
big data
machine learning