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Development of a prediction model for the depression level of the elderly in low-income households: using decision trees, logistic regression, neural networks, and random forest

Korea is showing the fastest trend in the world in population aging; there is a high interest in the elderly population nationwide. Among the common chronic diseases, the elderly tends to have a high incidence of depression. That said, it has been vital to focus on preventing depression in the elder...

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Detalles Bibliográficos
Autores principales: Kim, Kyu-Min, Kim, Jae-Hak, Rhee, Hyun-Sill, Youn, Bo-Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350451/
https://www.ncbi.nlm.nih.gov/pubmed/37455290
http://dx.doi.org/10.1038/s41598-023-38742-1