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.
Operational Support - Demand forecasting,Cost - Optimise geographic footprint ,Operational Support - Situational awareness
Sanofi Pasteur~Sanofi Pasteur plans to make vaccines more effective by assessing biomarkers of influenza vaccination outcomes with machine learning
Pharmaceuticals And Biotech
Structured / Semi-structured
ML Task - Prediction - Regression,Model Architecture - Random Forest,Model Architecture - Artificial Neural Network (ANN),Traditional AI,Model Architecture - Gradient boosting,Machine Learning (ML)