Parameterized hypercomplex convolutional network for accurate protein backbone torsion angle prediction

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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Bibliographic Details
Main Authors: Wei Yang, Shujia Wei, Lei Zhang
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Torsion angle prediction
Parameterized hypercomplex convolutional network
Pretrained protein language model
Embedding feature
Online Access:https://doi.org/10.1038/s41598-024-77412-8
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