Improved prediction of smoking status via isoform-aware RNA-seq deep learning models

Most predictive models based on gene expression data do not leverage information related to gene splicing, despite the fact that splicing is a fundamental feature of eukaryotic gene expression. Cigarette smoking is an important environmental risk factor for many diseases, and it has profound effects...

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Detalles Bibliográficos
Autores principales: Wang, Zifeng, Masoomi, Aria, Xu, Zhonghui, Boueiz, Adel, Lee, Sool, Zhao, Tingting, Bowler, Russell, Cho, Michael, Silverman, Edwin K., Hersh, Craig, Dy, Jennifer, Castaldi, Peter J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8530282/
https://www.ncbi.nlm.nih.gov/pubmed/34634029
http://dx.doi.org/10.1371/journal.pcbi.1009433

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8530282/
https://www.ncbi.nlm.nih.gov/pubmed/34634029
http://dx.doi.org/10.1371/journal.pcbi.1009433

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