Xiaomeng Dong

Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models

2024 · arXiv (Cornell University)

To facilitate healthcare delivery, language models (LMs) have significant potential for clinical prediction tasks using electronic health records (EHRs). However, in these high-stakes applications, unreliable decisions can result in high costs due to compromised patient …