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A multi-view latent variable model reveals cellular heterogeneity in complex tissues for paired multimodal single-cell data
MOTIVATION: Single-cell multimodal assays allow us to simultaneously measure two different molecular features of the same cell, enabling new insights into cellular heterogeneity, cell development and diseases. However, most existing methods suffer from inaccurate dimensionality reduction for the joi...
| Autores principales: | , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857983/ https://www.ncbi.nlm.nih.gov/pubmed/36622018 http://dx.doi.org/10.1093/bioinformatics/btad005 |