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DeepMAge: A Methylation Aging Clock Developed with Deep Learning

DNA methylation aging clocks have become an invaluable tool in biogerontology research since their inception in 2013. Today, a variety of machine learning approaches have been tested for the purpose of predicting human age based on molecular-level features. Among these, deep learning, or neural netw...

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Detalles Bibliográficos
Autores principales: Galkin, Fedor, Mamoshina, Polina, Kochetov, Kirill, Sidorenko, Denis, Zhavoronkov, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JKL International LLC 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279523/
https://www.ncbi.nlm.nih.gov/pubmed/34341706
http://dx.doi.org/10.14336/AD.2020.1202