Adverse Event Open Learning through Universal Standardization (AEOLUS)
AEOLUS (Adverse Event Open Learning through Universal Standardization) is a curated and standardized version of the FDA Adverse Event Reporting System (FAERS) that removes duplicate case records and applies standardized vocabularies, with drug names mapped to RxNorm concepts and outcomes mapped to SNOMED-CT concepts, providing pre-computed summary statistics about drug-outcome relationships.
[{"category": "Individual", "label": "Juan M. Banda"}, {"category": "Individual", "label": "Lee Evans"}, {"category": "Individual", "label": "Rami S. Vanguri"}, {"category": "Individual", "label": "Nicholas P. Tatonetti"}, {"category": "Individual", "label": "Patrick B. Ryan"}]
[{"category": "Product", "description": "Standardized and deduplicated version of FDA FAERS data with drug names mapped to RxNorm and adverse event outcomes mapped to SNOMED-CT, including pre-computed summary statistics for drug-outcome relationships.", "id": "aeolus.standardized_data", "name": "AEOLUS Standardized FAERS Data", "original_source": ["faers", "aeolus"], "product_url": "https://datadryad.org/stash/dataset/doi:10.5061/dryad.8q0s4"}]
{"activity_status": "active", "category": "DataSource", "contacts": [{"category": "Individual", "label": "Juan M. Banda"}, {"category": "Individual", "label": "Lee Evans"}, {"category": "Individual", "label": "Rami S. Vanguri"}, {"category": "Individual", "label": "Nicholas P. Tatonetti"}, {"category": "Individual", "label": "Patrick B. Ryan"}], "creation_date": "2025-10-30T00:00:00Z", "description": "AEOLUS (Adverse Event Open Learning through Universal Standardization) is a curated and standardized version of the FDA Adverse Event Reporting System (FAERS) that removes duplicate case records and applies standardized vocabularies, with drug names mapped to RxNorm concepts and outcomes mapped to SNOMED-CT concepts, providing pre-computed summary statistics about drug-outcome relationships.", "domains": ["clinical", "pharmacology", "drug discovery", "health", "biomedical"], "homepage_url": "https://datadryad.org/stash/dataset/doi:10.5061/dryad.8q0s4", "id": "aeolus", "infores_id": "aeolus", "last_modified_date": "2025-11-22T00:00:00Z", "layout": "resource_detail", "name": "Adverse Event Open Learning through Universal Standardization (AEOLUS)", "products": [{"category": "Product", "description": "Standardized and deduplicated version of FDA FAERS data with drug names mapped to RxNorm and adverse event outcomes mapped to SNOMED-CT, including pre-computed summary statistics for drug-outcome relationships.", "id": "aeolus.standardized_data", "name": "AEOLUS Standardized FAERS Data", "original_source": ["faers", "aeolus"], "product_url": "https://datadryad.org/stash/dataset/doi:10.5061/dryad.8q0s4"}], "publications": [{"authors": ["Banda JM", "Evans L", "Vanguri RS", "Tatonetti NP", "Ryan PB"], "doi": "10.1038/sdata.2016.26", "id": "doi:10.1038/sdata.2016.26", "journal": "Scientific Data", "title": "A curated and standardized adverse drug event resource to accelerate drug safety research", "year": "2016"}], "synonyms": ["AEOLUS"], "taxon": ["NCBITaxon:9606"]}