Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes.

Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes.

Loneliness and social isolation are distressing for individuals and predictors of mortality, yet data on their impact on publicly funded long-term care is limited. Using recent advances in natural language processing (NLP), we analysed pseudonymised administrative records containing 1.1 million free...

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Bibliographic Details
Main Authors: Sam Rickman, Jose-Luis Fernandez, Juliette Malley
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0319745
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