The Pulse Of Robust Machine Learning in Health | Dr. Marzyeh Ghassemi

Discover how to build ethical AI in healthcare with Dr. Marzyeh Ghassemi. Learn how machine learning models can unintentionally replicate societal biases and how to fix them. In this Vector Institute research talk, Dr. Marzyeh Ghassemi explores the critical need for machine learning researchers and model developers to create robust ML models that can be ethically deployed in clinical health settings and beyond. While machine learning in health has made impressive progress—often performing at or above human levels across the lifespan—these high-capacity models also risk learning and expanding i