DeepUMQA: ultrafast shape recognition-based protein model quality assessment using deep learning.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Mar 28, 2022
Abstract
MOTIVATION: Protein model quality assessment is a key component of protein structure prediction. In recent research, the voxelization feature was used to characterize the local structural information of residues, but it may be insufficient for describing residue-level topological information. Design features that can further reflect residue-level topology when combined with deep learning methods are therefore crucial to improve the performance of model quality assessment.