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DISTEMA: distance map-based estimation of single protein model accuracy with attentive 2D convolutional neural network.

Xiao ChenJianlin Cheng
Published in: BMC bioinformatics (2022)
This work demonstrates that using raw inter-residue distance information with deep learning can predict the quality of protein structural models reasonably well. DISTEMA is freely at https://github.com/jianlin-cheng/DISTEMA.
Keyphrases
  • convolutional neural network
  • deep learning
  • amino acid
  • protein protein
  • artificial intelligence
  • machine learning
  • binding protein
  • healthcare