AI Use Case
Predict outcomes from fewer or less diverse experiments to reduce research costs and time to market
Predict outcomes from fewer or less diverse experiments to reduce R&D costs and time to market - potentially also mitigating cost and loss of life from animal experimentation
Function
R And D
Core Research And Development
Benefits
Cost - Reduce wastage,Risk reduction - Predictive diagnosis
Case Studies
Dana Farber Cancer Institute~Dana Farber Cancer Institute accelerates clinical trial recruitment by using machine learning for genome mapping to identify best candidates,Johns Hopkins University~Scientists aim to eliminate animal testing by automating the proccess based on existing knowledge about chemical interactions using machine learning
Potential Vendors
Industry
Healthcare
Pharmaceuticals And Biotech
Data Sets
Structured / Semi-structured
AI Technologies
Machine Learning (ML),ML Task - Prediction - Regression,ML Task - Prediction - Binary Classification,ML Task - Grouping - Dimensionality Reduction