Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research
Explore a Stanford seminar on federated learning in medicine and its potential to revolutionize medical research. Discover how this innovative approach breaks down data silos while preserving patient privacy. Learn from Dr. Thomas Clozel, CEO and Co-Founder of OWKIN, as he shares insights on exclusive access to patient data, the healthcare system's challenges, and the benefits of federated learning. Gain understanding of OWKIN's mission, technical platform, and federated learning framework. Delve into the challenges of data normalization and future projects in big data analytics. Uncover the intersection of medicine and computer science in this comprehensive talk that addresses the eternal question of data ownership and its impact on advancing medical research.