Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature.
Mercedes Argüello CasteleiroGeorge DemetriouWarren J. ReadMaria Jesus Fernandez PrietoNava MarotoDiego Maseda-FernandezGoran NenadicJulie KleinJohn A. KeaneRobert StevensPublished in: J. Biomed. Semant. (2018)
Keyphrases
- deep learning
- biomedical literature
- cardiovascular disease
- biomedical ontologies
- semantic relationships
- text mining
- domain ontology
- ontological concepts
- medical diagnosis
- automatic extraction
- unsupervised learning
- machine learning
- risk factors
- co occurrence
- protein protein interactions
- semantic relations
- semantic information
- domain knowledge
- knowledge base
- semantic technologies
- knowledge representation
- keywords
- wordnet
- data sources
- domain specific
- semantic similarity
- weakly supervised
- semi automatic
- text classification
- coronary artery
- semantic features
- medical knowledge
- feature selection
- artificial intelligence
- feature space
- information retrieval