ncDLRES: a novel method for non-coding RNAs family prediction based on dynamic LSTM and ResNet

ncDLRES: a novel method for non-coding RNAs family prediction based on dynamic LSTM and ResNet

Background: Studies have proven that the same family of non-coding RNAs (ncRNAs) have similar functions, so predicting the ncRNAs family is helpful to the research of ncRNAs functions. The existing calculation methods mainly fall into two categories: the first type is to predict ncRNAs family by lea...

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Bibliographic Details
Main Authors: Liu, Y. (Author), Wang, L. (Author), Wang, S. (Author), Zhong, X. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
Alignment
biology
Computational Biology
conformation
Data requirements
Forecasting
genetics
Homologous sequences
Learning systems
Long short-term memory
LSTM
ncDLRES
ncRNAs family
Neural Networks, Computer
Non-coding RNAs
Nucleic Acid Conformation
Prediction process
Prediction-based
Pseudo-knots
ResNet
RNA, Untranslated
Secondary structures
sequence alignment
Sequence Alignment
Sequence features
untranslated RNA
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