John T. Leppert

Scaling Clinician-Grade Feature Generation from Clinical Notes with Multi-Agent Language Models

2025 · arXiv (Cornell University)

Developing accurate clinical prediction models is often bottlenecked by the difficulty of deriving meaningful structured features from unstructured EHR notes, a process that traditionally requires manual, unscalable clinical abstraction. In this study, we first established …