3min chapter

Me, Myself, and AI cover image

Helping Doctors Make Better Decisions With Data: UC Berkeley's Ziad Obermeyer

Me, Myself, and AI

CHAPTER

The Problem of Training Isn't Just a Machine Learning Problem

Algorithms can reinforce and even scale up racial biases in medicine. They can also be forces for justice and equity, just as easily as they can be forces that reinforce all of the ugly things about our healthcare system,. The problem of training is actually much harder because you don't have ground truth. These problems require a certain bilingual skill set.

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