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Using transfer learning from prior reference knowledge to improve the clustering of single-cell RNA-Seq data
In many research areas scientists are interested in clustering objects within small datasets while making use of prior knowledge from large reference datasets. We propose a method to apply the machine learning concept of transfer learning to unsupervised clustering problems and show its effectivenes...
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| Publié dans: | Sci Rep |
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| Auteurs principaux: | , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2019
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6937257/ https://ncbi.nlm.nih.gov/pubmed/31889137 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-56911-z |
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