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scSemiAE: a deep model with semi-supervised learning for single-cell transcriptomics
BACKGROUND: With the development of modern sequencing technology, hundreds of thousands of single-cell RNA-sequencing (scRNA-seq) profiles allow to explore the heterogeneity in the cell level, but it faces the challenges of high dimensions and high sparsity. Dimensionality reduction is essential for...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9069784/ https://www.ncbi.nlm.nih.gov/pubmed/35513780 http://dx.doi.org/10.1186/s12859-022-04703-0 |