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O-GlcNAcylation Prediction: An Unattained Objective.

Theo MauriLaurence Menu-BouaouicheMuriel BardorTony LefebvreMarc F LensinkGuillaume Brysbaert
Published in: Advances and applications in bioinformatics and chemistry : AABC (2021)
Present-day algorithms for O-GlcNAcylation prediction narrowly outperform random prediction. The inclusion of additional features, in combination with machine learning algorithms, does not enhance these predictions, emphasizing a pressing need for further development. We hypothesize that the improvement of prediction algorithms requires characterization of OGT's partners.
Keyphrases
  • machine learning
  • deep learning
  • artificial intelligence
  • hepatitis c virus
  • neural network