Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
Serialized EHR make for good text representations
Zhirong Chou, Quan Qin, Shi Li
The emergence of foundation models in healthcare has opened new avenues for learning generalizable representations from large scale clinical data. Yet, existing approaches often st…
cs.CL2025
Temporal Entailment Pretraining for Clinical Language Models over EHR Data
Tatsunori Tanaka, Fi Zheng, Kai Sato +3
Clinical language models have achieved strong performance on downstream tasks by pretraining on domain specific corpora such as discharge summaries and medical notes. However, most…