A convolutional neural network-based regression model to infer the epigenetic crosstalk responsible for CG methylation patterns.

Wan Kin Au YeungOsamu MaruyamaHiroyuki Sasaki

Published in: BMC bioinformatics (2021)

Our findings provide insight into the epigenetic crosstalk regulating the CG methylation pattern in mammalian oocytes and other cells. The use of epiNet should help to design or complement biological experiments in epigenetics studies.

Keyphrases

dna methylation
convolutional neural network
genome wide
induced apoptosis
gene expression
deep learning
cell cycle arrest
cell death
machine learning