Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines
Imane Guellil et al
Ageing and later life
Manual data annotation of information related to geriatric syndrome (GS), which includes various conditions affecting older adults, is required to train machine learning (ML) models to classify patients’ health data for information that is otherwise poorly coded in structured electric health records. Such classification can be highly beneficial to support patients’ healthcare in several ways, including early detection and diagnosis of geriatric syndrome, improving healthcare practices and patient empowerment and education (leading to improved adherence to treatment plans and bett...
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