Cargando…
Psychological factors substantially contribute to biological aging: evidence from the aging rate in Chinese older adults
We have developed a deep learning aging clock using blood test data from the China Health and Retirement Longitudinal Study, which has a mean absolute error of 5.68 years. We used the aging clock to demonstrate the connection between the physical and psychological aspects of aging. The clock detects...
Autores principales: | Galkin, Fedor, Kochetov, Kirill, Koldasbayeva, Diana, Faria, Manuel, Fung, Helene H., Chen, Amber X., Zhavoronkov, Alex |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9550255/ https://www.ncbi.nlm.nih.gov/pubmed/36170009 http://dx.doi.org/10.18632/aging.204264 |
Ejemplares similares
-
Adapting Blood DNA Methylation Aging Clocks for Use in Saliva Samples With Cell-type Deconvolution
por: Galkin, Fedor, et al.
Publicado: (2021) -
DeepMAge: A Methylation Aging Clock Developed with Deep Learning
por: Galkin, Fedor, et al.
Publicado: (2021) -
PsychoAge and SubjAge: development of deep markers of psychological and subjective age using artificial intelligence
por: Zhavoronkov, Alex, et al.
Publicado: (2020) -
Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability
por: Galkin, Fedor, et al.
Publicado: (2022) -
Increased Pace of Aging in COVID-Related Mortality
por: Galkin, Fedor, et al.
Publicado: (2021)