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Unsupervised generative and graph representation learning for modelling cell differentiation

Using machine learning techniques to build representations from biomedical data can help us understand the latent biological mechanism of action and lead to important discoveries. Recent developments in single-cell RNA-sequencing protocols have allowed measuring gene expression for individual cells...

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Publicat a:Sci Rep
Autors principals: Bica, Ioana, Andrés-Terré, Helena, Cvejic, Ana, Liò, Pietro
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7300092/
https://ncbi.nlm.nih.gov/pubmed/32555334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-66166-8
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