Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss

Clinician notes are a rich source of patient information, but often contain inconsistencies due to varied writing styles, abbreviations, medical jargon, grammatical errors, and non-standard formatting. These inconsistencies hinder their direct use in patient care and degrade the performance of downs...

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Bibliographic Details
Main Authors: Daniel B. Hier, Michael A. Carrithers, Steven K. Platt, Anh Nguyen, Ioannis Giannopoulos, Tayo Obafemi-Ajayi
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Information
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Online Access:https://www.mdpi.com/2078-2489/16/6/446
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