Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning

Trenton Chang, Michael W. Sjoding, Jenna Wiens

As machine learning (ML) models gain traction in clinical applications, understanding the impact of clinician and societal biases on ML models is increasingly important. While bias…