TRACE removes 47.3% of text from clinical notes by targeting bloat and preserves performance on information extraction and outcome prediction tasks.
P.et al.Development and prospective implementation of a large language model based system for early sepsis prediction.npj Digital Medicine8, 290 (2025)
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Clinical Note Bloat Reduction for Efficient LLM Use
TRACE removes 47.3% of text from clinical notes by targeting bloat and preserves performance on information extraction and outcome prediction tasks.