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An overlapping peaks separation algorithm for ion mobility spectrometry based on second-order differentiation and dynamic inertia weight particle swarm optimization algorithm.

Ren GaoJunhui LiWenqing GaoLei LiXinkai WangBing WuYong WuJiancheng Yu
Published in: Rapid communications in mass spectrometry : RCM (2021)
This method can automatically identify the component number of IMS overlapping peaks and resolve them with muticomponents and different overlapped degrees rapidly and accurately, which further improves the structural resolution of IMS.
Keyphrases
  • machine learning
  • deep learning
  • body mass index
  • neural network
  • high resolution
  • physical activity
  • weight gain
  • single molecule
  • liquid chromatography
  • gas chromatography
  • body weight
  • solid phase extraction