Informed Patient Stratification Part 2: Why Is It Important For Study Success?
Blog Series: Patient Stratification Part 2: Why Is It Important For Study Success? Why Stratification Matters The primary purpose of stratification is to protect the validity and interpretability of your trial. Stratification protects trial integrity by: Reducing...
JAMA+ AI Conversations: Enriching Clinical Trials With Machine Learning
In this episode, Dr. Joseph Geraci joins Editor-in-Chief of JAMA + AI, Dr. Roy Perlis, to discuss how machine learning can be used to analyze clinical trials and identify subpopulations with different treatment responses, helping inform decision-making and future...
Informed Patient Stratification Part 1: What is Patient Stratification?
Blog Series: Patient Stratification Part 1: What is Informed Patient Stratification? The challenge: small, heterogeneous datasets Clinical trials today are increasingly conducted in smaller, more complex patient populations—especially in areas like oncology, rare...