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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Proteins
Egile Nagusiak: Chen, Chen, Wu, Tianqi, Guo, Zhiye, Cheng, Jianlin
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: John Wiley & Sons, Inc. 2021
Gaiak:
Sarrera elektronikoa: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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