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Geriatric syndromes extraction from discharge summaries: a new dataset, annotation scheme and initial findings

IntroductionGeriatric syndromes (GS), such as falls, dementia, delirium and malnutrition, are complex clinical conditions affecting older adults which involve multiple organ systems and have major impact on quality of life and care. GS cut across disease categories, and are poorly represented in str...

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Principais autores: Imane Guellil, Salomé Andres, Atul Anand, Bruce Guthrie, Fahrurrozi Rahman, Abul Hasan, Huayu Zhang, Honghan Wu, Beatrice Alex
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2026-07-01
Serier:Frontiers in Digital Health
Fag:
annotation guidelines
corpus annotation
geriatric syndromes
named entity recognition
natural language processing
NLP
Online adgang:https://www.frontiersin.org/articles/10.3389/fdgth.2026.1591050/full
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