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A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network

BACKGROUND: Long-chain non-coding RNA (lncRNA) is closely related to many biological activities. Since its sequence structure is similar to that of messenger RNA (mRNA), it is difficult to distinguish between the two based only on sequence biometrics. Therefore, it is particularly important to const...

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Detalles Bibliográficos
Autores principales: Wen, Jianghui, Liu, Yeshu, Shi, Yu, Huang, Haoran, Deng, Bing, Xiao, Xinping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6743109/
https://www.ncbi.nlm.nih.gov/pubmed/31519146
http://dx.doi.org/10.1186/s12859-019-3039-3