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GrandPrix: scaling up the Bayesian GPLVM for single-cell data
MOTIVATION: The Gaussian Process Latent Variable Model (GPLVM) is a popular approach for dimensionality reduction of single-cell data and has been used for pseudotime estimation with capture time information. However, current implementations are computationally intensive and will not scale up to mod...
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| Yayımlandı: | Bioinformatics |
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| Asıl Yazarlar: | , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Oxford University Press
2019
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6298059/ https://ncbi.nlm.nih.gov/pubmed/30561544 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty533 |
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