Faithful, complete, and explainable machine-learning methods on biomedical ontologies. Grant URF/1/5041-01-01 activated Apr 2023.
- Start
- 2023
- End
- 2026
- Tags
- neuro-symbolic AI, ontologies, knowledge graphs, knowledge representation and reasoning, ontology embeddings, semantic similarity
Connections
funded by borg:fundedBy
publications borg:producedPub
- Exploring the Use of Ontology Components for Distantly-Supervised Disease and Phenotype Named Entity Recognition
- Improving the classification of cardinality phenotypes using collections
- The application of Large Language Models to the phenotype-based prioritization of causative genes in rare disease patients
- Neuro-Symbolic AI in Life Sciences
- Large-Scale Knowledge Integration for Enhanced Molecular Property Prediction
- Ontology Embedding: A Survey of Methods, Applications and Resources
Referenced by
on project borg:onProject
from project borg:fromProject
- mOWL
- Interpretable Learning
- Exploring the Use of Ontology Components for Distantly-Supervised Disease and Phenotype Named Entity Recognition
- Improving the classification of cardinality phenotypes using collections
- The application of Large Language Models to the phenotype-based prioritization of causative genes in rare disease patients
- Neuro-Symbolic AI in Life Sciences
- Large-Scale Knowledge Integration for Enhanced Molecular Property Prediction
- Ontology Embedding: A Survey of Methods, Applications and Resources
related projects borg:linkedProject
Open in the interactive graph →
JSON-LD (this resource)
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Machine-readable copy: data.jsonld. Full dataset: kg.jsonld.