AI Use Case
Predict drug demand in different geographies for different products
Predicting drug demand in different geographies for different products. This will potentially be driven by factors from disease outbreak vectors through to socio-economic indicators or even media-driven consumption demand trends.
Function
Benefits
Operational Support - Demand forecasting,Cost - Optimise geographic footprint ,Operational Support - Situational awareness
Case Studies
Sanofi Pasteur~Sanofi Pasteur plans to make vaccines more effective by assessing biomarkers of influenza vaccination outcomes with machine learning
Potential Vendors
BERG
Industry
Healthcare
Pharmaceuticals And Biotech
Data Sets
Structured / Semi-structured
AI Technologies
ML Task - Prediction - Regression,Model Architecture - Random Forest,Model Architecture - Artificial Neural Network (ANN),Traditional AI,Model Architecture - Gradient boosting,Machine Learning (ML)