DeepVISP: Deep Learning for Virus Site Integration Prediction and Motif Discovery

Abstract Approximately 15% of human cancers are estimated to be attributed to viruses. Virus sequences can be integrated into the host genome, leading to genomic instability and carcinogenesis. Here, a new deep convolutional neural network (CNN) model is developed with attention architecture, namely...

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Bibliographic Details
Main Authors: Haodong Xu, Peilin Jia, Zhongming Zhao
Format: Article
Language:English
Published: Wiley 2021-05-01
Series:Advanced Science
Subjects:
EBV
HBV
HPV
Online Access:https://doi.org/10.1002/advs.202004958