AI Use Case

Analyse clinical outcomes to adapt clinical trial design

Analysis of clinical outcomes to adapt clinical trial design

Function

R And D

Core Research And Development

Benefits

Risk reduction - Recovery rate,Risk reduction - Patient outcomes,Operational - Faster system build / test / deploy

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,Roche~Roche plans to reduce time-to-market for oncology medicine by streamlining clinical trial process with machine learning,Abbvie ~Abbvie achieves 90% cumulative medication adherence among patients with schizophrenia using image recognition,University of California San Francisco~University of California San Francisco researchers use principal component analysis to compare medical treatment outcomes across different studies

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured

AI Technologies

Model Architecture - Deep Neural Networks,Machine Learning (ML),ML Task - Grouping - Clustering,ML Task - Grouping - Dimensionality Reduction,Product Type - Natural Language Processing (NLP),ML Task - Prediction - Annotation,Traditional AI

Potential Vendors

Flatiron Health,AiCure