DeepHBV: a deep learning model to predict hepatitis B virus (HBV) integration sites

DeepHBV: a deep learning model to predict hepatitis B virus (HBV) integration sites

Abstract Background The hepatitis B virus (HBV) is one of the main causes of viral hepatitis and liver cancer. HBV integration is one of the key steps in the virus-promoted malignant transformation. Results An attention-based deep learning model, DeepHBV, was developed to predict HBV integration sit...

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Bibliographic Details
Main Authors: Canbiao Wu, Xiaofang Guo, Mengyuan Li, Jingxian Shen, Xiayu Fu, Qingyu Xie, Zeliang Hou, Manman Zhai, Xiaofan Qiu, Zifeng Cui, Hongxian Xie, Pengmin Qin, Xuchu Weng, Zheng Hu, Jiuxing Liang
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Ecology and Evolution
Subjects:
Deep learning
HBV integration sites
Genomic features
Bioinformatics
Online Access:https://doi.org/10.1186/s12862-021-01869-8

Internet

https://doi.org/10.1186/s12862-021-01869-8

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