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Jointly Embedding Multiple Single-Cell Omics Measurements

Many single-cell sequencing technologies are now available, but it is still difficult to apply multiple sequencing technologies to the same single cell. In this paper, we propose an unsupervised manifold alignment algorithm, MMD-MA, for integrating multiple measurements carried out on disjoint aliqu...

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Detalles Bibliográficos
Autores principales: Liu, Jie, Huang, Yuanhao, Singh, Ritambhara, Vert, Jean-Philippe, Noble, William Stafford
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8496402/
https://www.ncbi.nlm.nih.gov/pubmed/34632462
http://dx.doi.org/10.4230/LIPIcs.WABI.2019.10