A representation and deep learning model for annotating ubiquitylation sentences stating E3 ligase - substrate interaction

A representation and deep learning model for annotating ubiquitylation sentences stating E3 ligase - substrate interaction

Background: Ubiquitylation is an important post-translational modification of proteins that not only plays a central role in cellular coding, but is also closely associated with the development of a variety of diseases. The specific selection of substrate by ligase E3 is the key in ubiquitylation. A...

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Bibliographic Details
Main Authors: Lee, T.-Y (Author), Li, S. (Author), Li, Z. (Author), Luo, M. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
Attention mechanisms
Biomedical literature
Deep learning
Deep Learning
Diagnosis
E3 ligase
genetics
Information representation
Learning algorithms
Learning methods
Ligase substrates
Long short-term memory
Natural language processing
Natural language processing systems
Processing
Proteins
Semantics
Substrate interaction
Substrates
Text mining
ubiquitin protein ligase
ubiquitination
Ubiquitination
Ubiquitin-Protein Ligases
Ubiquitylation
Ubiquitylation sentence annotation
Ubiquitylation sentences annotation
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