Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: A use case studying depression as a risk factor for Alzheimer's disease.
Scott A. MalecSanya Bathla TanejaSteven M. AlbertC. Elizabeth ShaabanHelmet T. KarimArthur S. LevinePaul MunroTiffany J. CallahanRichard D. BoycePublished in: J. Biomed. Informatics (2023)
Keyphrases
- structured knowledge
- knowledge base
- biomedical literature
- feature selection
- biological entities
- semi structured
- text mining
- risk factors
- conceptual graphs
- knowledge representation and reasoning
- knowledge representation
- domain knowledge
- automatic extraction
- semantic relationships
- databases
- knowledge acquisition
- structured data
- risk assessment
- domain ontology
- knowledge sources
- document clustering
- knowledge discovery
- expert systems
- machine learning
- data mining
- high precision
- protein protein interactions
- text classification
- data sources
- artificial intelligence