Geriatric Syndromes Extraction from Discharge Summaries: A New Dataset, Annotation Scheme and Initial Findings
Imane Guellil et al
Ageing and later life
Introduction: Geriatric 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 structured electronic health records. Natural language processing (NLP) offers an opportunity to extract valuable GS-related information from unstructured clinical text, such as hospital discharge summaries.
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