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
Potential Vendors
Flatiron Health,AiCure
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