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Combination of deep neural network with attention mechanism enhances the explainability of protein contact prediction

Deep learning has emerged as a revolutionary technology for protein residue‐residue contact prediction since the 2012 CASP10 competition. Considerable advancements in the predictive power of the deep learning‐based contact predictions have been achieved since then. However, little effort has been pu...

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Bibliografske podrobnosti
izdano v:Proteins
Main Authors: Chen, Chen, Wu, Tianqi, Guo, Zhiye, Cheng, Jianlin
Format: Artigo
Jezik:Inglês
Izdano: John Wiley & Sons, Inc. 2021
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8089057/
https://ncbi.nlm.nih.gov/pubmed/33538038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/prot.26052
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