AI Use Case

Re-examine data from historic research to discover new applications

Re-examine data from historic research to discover new applications. Traditional methods may not have captured all the complexity that AI can parse - or the data may indicate that new techniques and technology would be applicable to the data.

Function

Benefits

Revenue - New product,Operational Support - Issue / outlier ID

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,Netherlands National Police~Netherlands police prioritises which cold cases merit further investigation using DNA new testing techniques through AI analysis ,Centers for Medicare & Medicaid Services (CMS)~The CMS Measure Development reduced research time from months to moments through machine learning and natural language processing,University of California San Francisco~University of California San Francisco researchers use principal component analysis to compare medical treatment outcomes across different studies,University of Cambridge~Cambridge researchers develop a system to analyse cancer research papers to discover previously unexplored molecular biology links ,National Institute for Materials Science Japan~Researchers from the National Institute for Materials Science Japan automate creation of knowledge graphs regarding the materials design process using natural language processing

Industry

Healthcare

Pharmaceuticals And Biotech

Data Sets

Structured / Semi-structured

AI Technologies

Traditional AI,ML Task - Prediction - Regression,Machine Learning (ML),Model Architecture - Deep Neural Networks,Model Architecture - Artificial Neural Network (ANN),Product Type - Natural Language Processing (NLP),ML Task - Prediction - Data Translation/Transformation,Product Type - NLP - Text Entity Extraction

Potential Vendors

Battelle