22 citations · 32 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
stat.AP2026
Optimizing Clinical Trial Protocols Using EHR-Derived Heterogeneous Treatment Effects
Xiaodi Li, Munhuwan Lee, Pengyang Li +5
Traditional randomized trials often obscure clinically meaningful heterogeneity in treatment response by focusing on average effects. Leveraging real-world data to emulate clinical…
cs.CL2026
Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching
Xiaodi Li, Yang Xiao, Munhwan Lee +7
Patient-trial matching requires reasoning over long, heterogeneous electronic health records (EHRs) and complex eligibility criteria, posing significant challenges for scalability,…