Shikhar Shukla

A Domain-Structured Ensemble Framework for Perioperative Outcome Prediction Using Electronic Health Record Data

Perioperative risk prediction models are often limited by narrow surgical populations, incomplete intraoperative data, poor calibration, and limited interpretability. We present a domain-structured ensemble framework for perioperative outcome prediction using routinely collected electronic health record (EHR) data, des...