A supervised adverse drug reaction signalling framework imitating Bradford Hill's causality considerations

Keyphrases

• Adverse Drug Reaction 100%
• Bradford Hill 100%
• Observational Data 40%
• Drug Safety 40%
• Negative Side Effects 40%
• Engineering Feature 20%
• Discrimination Power 20%
• Epidemiologist 20%
• Medical Data 20%
• Causal Relationship 20%
• Area under the Curve 20%
• New Drugs 20%
• Longitudinal Observational Data 20%
• Observational Medical Outcomes Partnership 20%
• Large-scale Detection 20%
• Supervised Learning 20%
• Safety Knowledge 20%
• Applications of Supervised Learning 20%
• Relationship Needs 20%
• Causality Assessment 20%
• Mean Average Precision 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Side Effect 100%
• Adverse Drug Reaction 100%
• Drug Safety 100%

Computer Science

• Observational Data 100%
• Supervised Learning 66%
• Gold Standard 33%
• Causal Relationship 33%
• Mean Average Precision 33%
• Reference Association 33%