TRACE removes 47.3% of text from clinical notes by targeting bloat and preserves performance on information extraction and outcome prediction tasks.
L.et al.PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals.Circulation101, E215–220 (2000)
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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.