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Prediction of Potential miRNA–Disease Associations Through a Novel Unsupervised Deep Learning Framework with Variational Autoencoder

The important role of microRNAs (miRNAs) in the formation, development, diagnosis, and treatment of diseases has attracted much attention among researchers recently. In this study, we present an unsupervised deep learning model of the variational autoencoder for MiRNA–disease association prediction...

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Détails bibliographiques
Publié dans:Cells
Auteurs principaux: Zhang, Li, Chen, Xing, Yin, Jun
Format: Artigo
Langue:Inglês
Publié: MDPI 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6770222/
https://ncbi.nlm.nih.gov/pubmed/31489920
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/cells8091040
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