2021, Economics of Artificial Intelligence Keynote, Marzyeh Ghassemi, "How to Do Healthy Machine Learning in Health"

While clinical AI and medical risk scores have received much attention for their potential to achieve above-human performance, there are many concerns about their ability to mimic societal bias. In this talk, Dr. Ghassemi explores the difficulty of making state-of-the-art machine learning models behave as we say, not as we do, and how technical choices that seems natural in other settings may not work well in health.

Supported by the Alfred P. Sloan Foundation grant #G-2018-10104