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A hybrid machine learning model of depression estimation in home-based older adults: a 7-year follow-up study

BACKGROUND: Our aim was to explore whether a two-step hybrid machine learning model has the potential to discover the onset of depression in home-based older adults. METHODS: Depression data (collected in the year 2011, 2013, 2015 and 2018) of home-based older Chinese (n = 2,548) recruited in the Ch...

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Detalles Bibliográficos
Autores principales: Lin, Shaowu, Wu, Yafei, Fang, Ya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768728/
https://www.ncbi.nlm.nih.gov/pubmed/36544119
http://dx.doi.org/10.1186/s12888-022-04439-4