Cargando…
Demand prediction of medical services in home and community-based services for older adults in China using machine learning
BACKGROUND: Home and community-based services are considered an appropriate and crucial caring method for older adults in China. However, the research examining demand for medical services in HCBS through machine learning techniques and national representative data has not yet been carried out. This...
Autores principales: | Huang, Yucheng, Xu, Tingke, Yang, Qingren, Pan, Chengxi, Zhan, Lu, Chen, Huajian, Zhang, Xiangyang, Chen, Chun |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10060662/ https://www.ncbi.nlm.nih.gov/pubmed/37006569 http://dx.doi.org/10.3389/fpubh.2023.1142794 |
Ejemplares similares
-
The relationship between home and community-based healthcare services utilization and depressive symptoms in older adults in rural China: a moderated mediation model
por: Huang, Zishuo, et al.
Publicado: (2023) -
Association between home and community-based services and depressive symptoms in Chinese older adults: a multilevel analysis
por: Xu, Tingke, et al.
Publicado: (2023) -
Predicting mild cognitive impairment among Chinese older adults: a longitudinal study based on long short-term memory networks and machine learning
por: Huang, Yucheng, et al.
Publicado: (2023) -
Demand and influencing factors of “Internet + Traditional Chinese Medicine” home nursing service for older adult patients with chronic diseases: a mixed research perspective
por: Wang, Xinghuan, et al.
Publicado: (2023) -
The impact of using community home-based elderly care services on older adults’ self-reported health: fresh evidence from China
por: He, Yang, et al.
Publicado: (2023)