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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Proteins
Hauptverfasser: Chen, Chen, Wu, Tianqi, Guo, Zhiye, Cheng, Jianlin
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley & Sons, Inc. 2021
Schlagworte:
Online Zugang: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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