PortalPal-AI

PortalPal is a project run by the Persist Lab @ Dartmouth College where we build AI tools for patient portal messaging.

Relevant Publications:

• Medical Triage as Pairwise Ranking: A Benchmark for Urgency in Patient Portal Messages (Pre-Print)
• How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting (Accepted @ ACL Main 26')
• Follow-up Question Generation For Enhanced Patient-Provider Conversations (Accepted @ ACL Main 25')
• In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages (ML4H Findings 24')
• Identifying the Perceived Severity of Patient-Generated Telemedical Queries Regarding COVID: Developing and Evaluating a Transfer Learning–Based Solution (JMIR 22')