A signal processing and deep learning framework for methylation detection using Oxford Nanopore sequencing

Abstract Oxford Nanopore sequencing can detect DNA methylations from ionic current signal of single molecules, offering a unique advantage over conventional methods. Additionally, adaptive sampling, a software-controlled enrichment method for targeted sequencing, allows reduced representation methyl...

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Bibliographic Details
Main Authors: Mian Umair Ahsan, Anagha Gouru, Joe Chan, Wanding Zhou, Kai Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-45778-y