Articles with "ecnet evolutionary" as a keyword



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ECNet is an evolutionary context-integrated deep learning framework for protein engineering

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Published in 2021 at "Nature Communications"

DOI: 10.1038/s41467-021-25976-8

Abstract: Machine learning has been increasingly used for protein engineering. However, because the general sequence contexts they capture are not specific to the protein being engineered, the accuracy of existing machine learning algorithms is rather limited.… read more here.

Keywords: protein; ecnet evolutionary; protein engineering; evolutionary context ... See more keywords