A generative adversarial network for multiple reads reconstruction in DNA storage

Abstract DNA storage is widely considered as a promising solution to the data explosion problem. However, the synthesis, PCR and sequencing processes usually result in erroneous reads involving base insertions, deletions, and substitutions. Specially this situation is even more serious in the 3rd ge...

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Bibliographic Details
Main Authors: Xiaodong Zheng, Ranze Xie, Xiangyu Yao, Yanqing Su, Ling Chu, Peng Xu, Wenbin Liu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-83806-5
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