Gene prediction of aging-related diseases based on DNN and Mashup

Gene prediction of aging-related diseases based on DNN and Mashup

Background: At present, the bioinformatics research on the relationship between aging-related diseases and genes is mainly through the establishment of a machine learning multi-label model to classify each gene. Most of the existing methods for predicting pathogenic genes mainly rely on specific typ...

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Bibliographic Details
Main Authors: Tang, X. (Author), Wang, S. (Author), Yang, X. (Author), Ye, J. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
algorithm
Algorithms
Association reactions
Bioinformatics
biology
Computational Biology
Deep neural networks
Forecasting
gene ontology
Gene ontology
Gene Ontology
Gene ontology terms
Gene prediction
Gene-disease associations
Genes
Mash up
Mashup
Multi-labels
Multiple features
Neural Networks, Computer
Overfitting
Pathogenics
Protein–protein interaction
Protein-protein interactions
Proteins
Signal encoding
Trees (mathematics)
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