AI Use Case
Predict biomarkers for drug box labelling
Identifying biomarkers for boxed warnings on marketed products. Drug labelling may contain information on genomic biomarkers and can describe issues such as drug exposure and clinical response variability, risk for adverse events, genotype-specific dosing, mechanisms of drug action, polymorphic drug target and disposition genes, and trial design features.
Function
R And D
Core Research And Development
Benefits
Risk reduction - Reduced legal exposure,Risk reduction - Patient outcomes
Case Studies
Potential Vendors
Industry
Healthcare
Pharmaceuticals And Biotech
Data Sets
Structured / Semi-structured
AI Technologies
Machine Learning (ML),ML Task - Prediction - Regression,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Binary Classification