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Accurate prediction of protein contact maps by coupling residual two-dimensional bidirectional long short-term memory with convolutional neural networks.
Jack Hanson
Kuldip K. Paliwal
Thomas Litfin
Yuedong Yang
Yaoqi Zhou
Published in:
Bioinform. (2018)
Keyphrases
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contact maps
contact map
convolutional neural networks
coarse grained
protein structure
amino acids
fine grained
extensive set
amino acid sequences
three dimensional
convolutional network
learning algorithm
computational biology
secondary structure
protein function
subcellular localization