MultiScale-CNN-4mCPred: a multi-scale CNN and adaptive embedding-based method for mouse genome DNA N4-methylcytosine prediction

MultiScale-CNN-4mCPred: a multi-scale CNN and adaptive embedding-based method for mouse genome DNA N4-methylcytosine prediction

Abstract N4-methylcytosine (4mC) is an important epigenetic mechanism, which regulates many cellular processes such as cell differentiation and gene expression. The knowledge about the 4mC sites is a key foundation to exploring its roles. Due to the limitation of techniques, precise detection of 4mC...

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Hlavní autoři: Peijie Zheng, Guiyang Zhang, Yuewu Liu, Guohua Huang
Médium: Článek
Jazyk:English
Vydáno: BMC 2023-01-01
Edice:BMC Bioinformatics
Témata:
Deep learning
Convolutional neural network
Long short-term memory
Embedding
N4-Methylcytosine
On-line přístup:https://doi.org/10.1186/s12859-023-05135-0

Internet

https://doi.org/10.1186/s12859-023-05135-0

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