Capsule-LPI: a LncRNA–protein interaction predicting tool based on a capsule network

Capsule-LPI: a LncRNA–protein interaction predicting tool based on a capsule network

Background: Long noncoding RNAs (lncRNAs) play important roles in multiple biological processes. Identifying LncRNA–protein interactions (LPIs) is key to understanding lncRNA functions. Although some LPIs computational methods have been developed, the LPIs prediction problem remains challenging. How...

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Bibliographic Details
Main Authors: Du, W. (Author), Feng, S. (Author), Han, S. (Author), Li, Y. (Author), Sun, H. (Author), Zhang, Q. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
Biological process
biology
Capsule network
Computational Biology
Deep learning
Experimental comparison
Focus of researches
Forecasting
genetics
Learning architectures
lncRNA–protein interaction
Long noncoding RNA
long untranslated RNA
Multimodal features
Network architecture
Physicochemical properties
Prediction problem
Protein interaction
Proteins
RNA, Long Noncoding
Secondary structures
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