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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Marion Matheson

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Review Open access Sep 2026

Development and Validation of a Two-Stage NLP System Combining Rule-Based Extraction and LLM-Based Classification for Deprescribing Recommendations in Discharge Summaries.

INTRODUCTION Polypharmacy in older adults is associated with increased risks of adverse drug events and functional decline. Discharge summaries often contain deprescribing recommendations, but these are frequently overlooked due to documentation complexity. OBJECTIVE The aim of this study was to develop and validate...

K. Fujita, Marion Matheson, B. Valecha et al. · 0 citations

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