Frequent Emergency Medical Services Utilization Among Older Patients: Exploration and Automatic Identification Using Natural Language Processing

An ageing population is associated with increased health care utilization and higher likelihood of older adults becoming frequent users of emergency medical services (EMS). This study aims to explore a natural language processing (NLP) approach using textual notes from EMS to facilitate the identifi...

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Bibliographic Details

Published in:	Journal of the American Medical Directors Association Vol. 26; no. 11; p. 105814
Main Authors:	Pouw, Maaike A, Dijkstra, Hidde, Kőntőș, Eduard-Raul, de Jonghe, Annemarieke, Dercksen, Bert, Maruster, Laura, van der Zee, Durk-Jouke, van Munster, Barbara C
Format:	Journal Article
Language:	English
Published:	United States 01.11.2025
Subjects:	Aged Aged, 80 and over Emergency Medical Services - statistics & numerical data Female Humans Male Natural Language Processing Patient Acceptance of Health Care - statistics & numerical data Retrospective Studies clinical notes frequent users geriatric emergency medicine ambulance natural language processing Emergency medical services
ISSN:	1538-9375, 1538-9375
Online Access:	Get more information
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