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DeepFrag-k: a fragment-based deep learning approach for protein fold recognition.

Wessam ElhefnawyMin LiJianxin WangYaohang Li
Published in: BMC bioinformatics (2020)
There is a set of fragments that can serve as structural "keywords" distinguishing between major protein folds. The deep learning architecture in DeepFrag-k is able to accurately identify these fragments as structure features to improve protein fold recognition.
Keyphrases
  • deep learning
  • protein protein
  • amino acid
  • binding protein
  • convolutional neural network
  • artificial intelligence
  • small molecule