Data augmentation based on the WGAN-GP with data block to enhance the prediction of genes associated with RNA methylation pathways

Data augmentation based on the WGAN-GP with data block to enhance the prediction of genes associated with RNA methylation pathways

Abstract RNA methylation modification influences various processes in the human body and has gained increasing attention from scholars. Predicting genes associated with RNA methylation pathways can significantly aid biologists in studying RNA methylation processes. Several prediction methods have be...

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Bibliographic Details
Main Authors: Tuo Jiang, Cong Shen, Pingjian Ding, Lingyun Luo
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
RNA methylation
Pathways
Machine learning
Generative adversarial nets
Online Access:https://doi.org/10.1038/s41598-024-77107-0
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https://doi.org/10.1038/s41598-024-77107-0

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