LGFC-CNN: Prediction of lncRNA-Protein Interactions by Using Multiple Types of Features through Deep Learning

LGFC-CNN: Prediction of lncRNA-Protein Interactions by Using Multiple Types of Features through Deep Learning

Long noncoding RNA (lncRNA) plays a crucial role in many critical biological processes and participates in complex human diseases through interaction with proteins. Considering that identifying lncRNA–protein interactions through experimental methods is expensive and time-consuming, we propose a nov...

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Detalles Bibliográficos
Autores principales: Lan Huang, Shaoqing Jiao, Sen Yang, Shuangquan Zhang, Xiaopeng Zhu, Rui Guo, Yan Wang
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
lncRNA-protein interactions
convolutional neural network
two sequence preprocessing methods
raw sequence features
hand-designed features
structure features
Genetics
QH426-470
Acceso en línea:https://doaj.org/article/6923740578cb41fab63fa8dd4801a63f
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https://doaj.org/article/6923740578cb41fab63fa8dd4801a63f

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