In medicine, how do we machine learn anything real?

Marzyeh Ghassemi and Elaine Okanyene Nsoesie write in Patterns:

We hope that outrage over algorithms automating biases will lead to changes in the underlying practices that generated such data, leading to reduced health disparities.

Full article: In medicine, how do we machine learn anything real?