PlantDeepMeth: A Deep Learning Model for Predicting DNA Methylation States in Plants

PlantDeepMeth: A Deep Learning Model for Predicting DNA Methylation States in Plants

Cytosine DNA methylation (5mCs) is an important epigenetic modification in genomic research. However, the methylation states of some cytosine sites are not available due to the limitations of different studies, and there are few tools developed to deal with this problem, especially in plants, which...

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Bibliographic Details
Main Authors: Zhongwei Guo, Wenyuan Fan, Chengcheng Cai, Kang Zhang, Xilin Hou, Ying Li, Feng Cheng
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Plants
Subjects:
deep learning
convolutional neural networks
recurrent neural network
methylation state
plant epigenomics
Online Access:https://www.mdpi.com/2223-7747/14/11/1724
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