Surrogate-guided sampling designs for classification of rare outcomes from electronic medical records data

W. Katherine Tan, Patrick J. Heagerty

Scalable and accurate identification of specific clinical outcomes has been enabled by machine-learning applied to electronic medical record (EMR) systems. The development of class…