Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network
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DOI: 10.1093/bioinformatics/btaa652
Abstract: MOTIVATION RNA solvent accessibility, similar to protein solvent accessibility, reflects the structural regions that are accessible to solvents or other functional biomolecules, and plays an important role for structural and functional characterization. Unlike protein solvent… read more here.
Keywords: rna solvent; dilated convolutional; rnasnap2; accessibility ... See more keywords
Enhanced prediction of RNA solvent accessibility with long short-term memory neural networks and improved sequence profiles
Sign Up to like & getrecommendations! Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty876
Abstract: MOTIVATION The de novo prediction of RNA tertiary structure remains a grand challenge. Predicted RNA solvent accessibility provides an opportunity to address this challenge. To the best of our knowledge, there is only one method… read more here.
Keywords: solvent accessibility; improved sequence; rna solvent; sequence profiles ... See more keywords