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20232025
most citedTwo Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data

29 citations · 44 across the 7 of their papers we have counts for

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cs.LG2025

DualAlign: Generating Clinically Grounded Synthetic Data

Rumeng Li, Xun Wang, Hong Yu

Synthetic clinical data are increasingly important for advancing AI in healthcare, given strict privacy constraints on real-world EHRs, limited availability of annotated rare-condi…

cs.CL2025

A New NMT Model for Translating Clinical Texts from English to Spanish

Rumeng Li, Xun Wang, Hong Yu

Translating electronic health record (EHR) narratives from English to Spanish is a clinically important yet challenging task due to the lack of a parallel-aligned corpus and the ab…