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

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

Potential Vendors