Models & Researchhealthcare nlppatient educationtext simplification
Scoping Review Maps Automated Text Simplification for PEMs
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5.8
A scoping review examines automated approaches to text simplification for patient education materials (PEMs), surveying methods used to simplify clinical content. Patient education materials (PEMs) often exceed the American Medical Association (AMA) recommended sixth-grade reading grade level (RGL).
Scoring Rationale
This is a research synthesis relevant to healthcare NLP and patient-facing tools; it consolidates methods rather than introducing a new model, so its practical impact is moderate.
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