A multi-organization epigenetic age prediction based on a channel attention perceptron networks

DNA methylation indicates the individual’s aging, so-called Epigenetic clocks, which will improve the research and diagnosis of aging diseases by investigating the correlation between methylation loci and human aging. Although this discovery has inspired many researchers to develop traditional compu...

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Bibliographic Details

Published in:	Frontiers in Genetics
Main Authors:	Jian Zhao, Haixia Li, Jing Qu, Xizeng Zong, Yuchen Liu, Zhejun Kuang, Han Wang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-04-01
Subjects:	DNA methylation epigenetic clock deep learning attention mechanism age prediction
Online Access:	https://www.frontiersin.org/articles/10.3389/fgene.2024.1393856/full