Principal Investigator Linda Griffith
Principal Investigator Paula Hammond
Connor Coley
Principal Investigator Daniel Blankschtein
Turning CO2 into Carbon-Neutral Industrial Chemicals Evan Haas Co-Founder & CEO, Helix Carbon
Marzyeh Ghassemi Associate Professor, MIT Department of Electrical Engineering and Computer Science (EECS) and Institute for Medical Engineering & Science (IMES)
Machine learning in health has made impressive progress in recent years, powered by an increasing availability of health-related data and high-capacity models. While many models in health now perform at, or above, humans in a range of tasks across the human lifespan, models also learn societal biases and may replicate or expand them. In this talk, Dr. Marzyeh Ghassemi will focus on the need for machine learning researchers and model developers to create robust models that can be ethically deployed in health settings, and beyond. Dr. Ghassemi's talk will span issues in data collection, outcome definition, algorithm development, and deployment considerations.
Antoine Allanore