Constraining LLM rewriting with a biomedical NER model improves medical entity preservation and reduces hallucinations in synthetic clinical notes, with modest downstream gains on MIMIC-III tasks.
Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration
Constraining LLM rewriting with a biomedical NER model improves medical entity preservation and reduces hallucinations in synthetic clinical notes, with modest downstream gains on MIMIC-III tasks.