AI Use Case

Model out hypothesis of drug impact

Once a drug target has been identified, the drug compound itself must be evaluated for safe use in living organisms before live testing can begin. This includes researching how the drug will be metabolised by the body and identifying potential toxic interactions and side effects.

Function

R And D

Core Research And Development

Benefits

Cost - Targeted Trials/ Precision testing,Cost - Optimise resource allocation,Risk reduction - Predictive diagnosis

Case Studies

GlaxoSmithKline~GlaxoSmithKline (GSK) plans to reduce drug discovery to trial time from six years to 12 months using machine learning models to predict molecular behaviour

Industry

Healthcare

Pharmaceuticals And Biotech

Data Sets

Structured / Semi-structured

AI Technologies

Potential Vendors