JAMA+ AI Editor in Chief Roy Perlis, MD, MSc, spoke with Joseph Geraci, PhD, a professor of molecular medicine and pathology at Queen’s University, about applying machine learning methods to plan more efficient clinical trials for the JAMA+ AI Conversations podcast.