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RNA modification detection using direct RNA sequencing and nanoDoc2

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Zenodo2022-05-27 更新2026-05-28 收录
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<strong>The core of nanoDoc2 includes a machine-learning algorithm in which a 6-mer segmented raw current signal is compared by Deep-One-Class classification using a Wavenet-based neural network. As an output, an RNA modification is detected by a statistical score in each candidate position. Herein, we describe the detailed instructions on how to use nanoDoc2 for signal segmentation, train/test the neural network and finally predict RNA modifications present in nanopore direct RNA sequence data.</strong>

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Zenodo
创建时间:
2022-05-27
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