Multi-scale systems methods for characterising microbial community functions via protein function prediction; downstream produced DeepGOPlus and successor models.
- Start
- 2022
- End
- 2024
- Tags
- deep learning, ontologies, microbial communities, protein function prediction, metagenomics
Connections
funded by borg:fundedBy
team borg:hasMember
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
- Starvar: symptom-based tool for automatic ranking of variants using evidence from literature and genomes
Referenced by
on project borg:onProject
from project borg:fromProject
- DeepGOPlus
- DeepGO
- DeepGO2
- DeepGOZero
- PU-GO
- PhenoGoCon
- Genomic Context
- PathoPhenoDB
- 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
- Starvar: symptom-based tool for automatic ranking of variants using evidence from literature and genomes
related projects borg:linkedProject
Open in the interactive graph →
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