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

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

Potential Vendors