Machine learning in medicine: should the pursuit of enhanced interpretability be abandoned?

Abstract

We argue why interpretability should have primacy alongside empiricism for several reasons: first, if machine learning (ML) models are beginning to render some of the high-risk healthcare decisions instead of...