Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature.
Arguello Casteleiro Mercedes, Demetriou George, Read Warren, +7 more·Journal of biomedical semantics
BACKGROUND: Automatic identification of term variants or acceptable alternative free-text terms for gene and protein names from the millions of biomedical publications is a challenging task. Ontologies, such as the Cardiovascular Disease Ontology (CVDO), capture domain knowledge in a computational form and can provide…