Clinical Note Bloat Reduction for Efficient LLM Use
TRACE is a preprocessing pipeline designed to reduce redundant text, or 'note bloat,' in clinical notes used for AI. It uses EHR metadata to identify and remove templated and copied content, producing condensed notes that maintain clinical meaning while significantly lowering the computational cost of using large language models.