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RVAgene: generative modeling of gene expression time series data
MOTIVATION: Methods to model dynamic changes in gene expression at a genome-wide level are not currently sufficient for large (temporally rich or single-cell) datasets. Variational autoencoders offer means to characterize large datasets and have been used effectively to characterize features of sing...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504625/ https://www.ncbi.nlm.nih.gov/pubmed/33974008 http://dx.doi.org/10.1093/bioinformatics/btab260 |