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Alignstein: Optimal transport for improved LC-MS retention time alignment.

Grzegorz SkoraczyńskiAnna GambinBłażej Miasojedow
Published in: GigaScience (2022)
We show that the use of optimal transport effectively overcomes the limitations of existing algorithms for statistical analysis of mass spectrometry datasets. The algorithm's source code is available at https://github.com/grzsko/Alignstein.
Keyphrases
  • machine learning
  • mass spectrometry
  • deep learning
  • liquid chromatography
  • high resolution
  • rna seq
  • neural network