Ontology highlight
ABSTRACT:
SUBMITTER: Zhang B
PROVIDER: S-EPMC6023031 | biostudies-literature | 2018 May
REPOSITORIES: biostudies-literature
Zhang Buzhong B Li Linqing L Lü Qiang Q
Biomolecules 20180525 2
Residue solvent accessibility is closely related to the spatial arrangement and packing of residues. Predicting the solvent accessibility of a protein is an important step to understand its structure and function. In this work, we present a deep learning method to predict residue solvent accessibility, which is based on a stacked deep bidirectional recurrent neural network applied to sequence profiles. To capture more long-range sequence information, a merging operator was proposed when bidirect ...[more]