Enhancing early detection of cognitive decline in the elderly: a comparative study utilizing large language models in clinical notesResearch in context

Enhancing early detection of cognitive decline in the elderly: a comparative study utilizing large language models in clinical notesResearch in context

Summary: Background: Large language models (LLMs) have shown promising performance in various healthcare domains, but their effectiveness in identifying specific clinical conditions in real medical records is less explored. This study evaluates LLMs for detecting signs of cognitive decline in real...

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Bibliographic Details
Main Authors: Xinsong Du, John Novoa-Laurentiev, Joseph M. Plasek, Ya-Wen Chuang, Liqin Wang, Gad A. Marshall, Stephanie K. Mueller, Frank Chang, Surabhi Datta, Hunki Paek, Bin Lin, Qiang Wei, Xiaoyan Wang, Jingqi Wang, Hao Ding, Frank J. Manion, Jingcheng Du, David W. Bates, Li Zhou
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:EBioMedicine
Subjects:
Cognitive dysfunction
Natural language processing
Neurobehavioral manifestations
Electronic health records
Early diagnosis
Alzheimer disease
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396424004377

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http://www.sciencedirect.com/science/article/pii/S2352396424004377

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