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Author

Alaina Matthews

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Review Sep 2026

Large Language Model Data Abstraction Demonstrates Accuracy and Reliability for NSQIP.

BACKGROUND National Surgical Quality Improvement Program (NSQIP) data collection depends on labor-intensive manual chart abstraction, limiting efficiency, increasing cost, and necessitating patient sampling. This study evaluated whether a large language model (LLM) could accurately abstract unstructured NSQIP breast re...

Tahera Alnaseri, Yasmine Ibrahim, Ansgar Grunseid et al. · 0 citations

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