Increasing the accuracy of single sequence prediction methods using a deep semi-supervised learning framework.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Nov 5, 2021
Abstract
MOTIVATION: Over the past 50 years, our ability to model protein sequences with evolutionary information has progressed in leaps and bounds. However, even with the latest deep learning methods, the modelling of a critically important class of proteins, single orphan sequences, remains unsolved.