Parameterized hypercomplex convolutional network for accurate protein backbone torsion angle prediction

Abstract Predicting the backbone torsion angles corresponding to each residue of a protein from its amino acid sequence alone is a challenging problem in computational biology. Existing torsion angle predictors mainly use profile features, which are generated by performing time-consuming multiple se...

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Váldodahkkit:	Wei Yang, Shujia Wei, Lei Zhang
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Nature Portfolio 2024-11-01
Ráidu:	Scientific Reports
Fáttát:	Torsion angle prediction Parameterized hypercomplex convolutional network Pretrained protein language model Embedding feature
Liŋkkat:	https://doi.org/10.1038/s41598-024-77412-8
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