QDeep: distance-based protein model quality estimation by residue-level ensemble error classifications using stacked deep residual neural networks.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Jul 1, 2020
Abstract
MOTIVATION: Protein model quality estimation, in many ways, informs protein structure prediction. Despite their tight coupling, existing model quality estimation methods do not leverage inter-residue distance information or the latest technological breakthrough in deep learning that has recently revolutionized protein structure prediction.
