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Deconvolution of overlapping peaks in ion mobility spectrometry based on a multiobjective dynamic teaching-learning-based optimization.

Xu TangJiangcheng YuZhijun XieKeqi TangShifu HuJun LiYong Wu
Published in: Rapid communications in mass spectrometry : RCM (2022)
MBTLBO is more robust than other algorithms for separating overlapping peaks. The algorithm can separate the heavily overlapped mobility peaks, produce better analysis results, and improve the resolution of IMS.
Keyphrases
  • machine learning
  • deep learning
  • high resolution
  • medical students
  • single molecule
  • mass spectrometry
  • solid phase extraction
  • liquid chromatography