Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection

Conor K. Corbin, Michael Baiocchi, Jonathan H. Chen

When evaluating the performance of clinical machine learning models, one must consider the deployment population. When the population of patients with observed labels is only a sub…