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DeepMethylation: a deep learning based framework with GloVe and Transformer encoder for DNA methylation prediction

DNA methylation is a crucial topic in bioinformatics research. Traditional wet experiments are usually time-consuming and expensive. In contrast, machine learning offers an efficient and novel approach. In this study, we propose DeepMethylation, a novel methylation predictor with deep learning. Spec...

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Detalles Bibliográficos
Autores principales: Wang, Zhe, Xiang, Sen, Zhou, Chao, Xu, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538282/
https://www.ncbi.nlm.nih.gov/pubmed/37780374
http://dx.doi.org/10.7717/peerj.16125